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Deep Web Research and Discovery Resources 2015 By Marcus P. Zillman, M.S., A.M.H.A. Executive Director

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Bots, Blogs and News Aggregators (http://www.BotsBlogs.com/) is a keynote presentation that I have been delivering over the last several years, and much of my information comes from the extensive research that I have completed over the years into the “invisible” or what I like to call the “deep” web. The Deep Web covers somewhere in the vicinity of trillions upon trillions of pages of information located through the world wide web in various files and formats that the current search engines on the Internet either cannot find or have difficulty accessing. The current search engines find hundreds of billions of pages at the present time of this writing. This report constantly updated at http://DeepWeb.us/ . In the last several years, some of the more comprehensive search engines have written algorithms to search the deeper portions of the world wide web by attempting to find files such as .pdf, .doc, .xls, ppt, .ps. and others. These files are predominately used by businesses to communicate their information within their organization or to disseminate information to the external world from their organization. Searching for this information using deeper search techniques and the latest algorithms allows researchers to obtain a vast amount of corporate information that was previously unavailable or inaccessible. Research has also shown that even deeper information can be obtained from these files by searching and accessing the “properties” information on these files! This report and guide is designed to give you the resources you need to better understand the history of the deep web research, as well as various classified resources that allow 1 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

you to search through the currently available web to find those key sources of information nuggets only found by understanding how to search the “deep web”. This Deep Web Research and Discovery Resources 2015 report and guide is divided into the following sections: Articles, Papers, Forums, Audios and Videos Cross Database Articles Cross Database Search Services Cross Database Search Tools Peer to Peer, File Sharing, Grid/Matrix Search Engines Presentations Resources - Deep Web Research Resources - Semantic Web Research Bot and Intelligent Agent Research Resources and Sites Subject Tracer Information Blogs

ARTICLES, PAPERS, FORUMS, AUDIOS AND VIDEOS (Current and Historical) 99 Resources to Research & Mine the Invisible Web by Jessica Hupp http://www.collegedegree.com/library/college-life/99-resources-to/ Academic and Scholar Search Engines and Sources http://www.ScholarSearchEngines.com/ All of OCLC’s WorldCat Heading Toward the Open Web by Barbara Quint http://newsbreaks.infotoday.com/nbreader.asp?ArticleID=16353 An Interactive Clustering-based Approach to Integrating Source Query interfaces on the Deep Web by W. Wu, C. Yu, A. Doan, W. Meng http://www.cs.binghamton.edu/~meng/pub.d/sigmod04-final.pdf An Investigation Into the Deep Web http://maddiemo.com/investigation-deep-web/ Annotation for the Deep Web http://dl.acm.org/citation.cfm?id=1137372 Automatic Extraction of Web Search Interfaces for Interface Schema Integration by H. He, W. Meng, C. Yu, Z. Wu http://www.cs.binghamton.edu/~meng/pub.d/WWWposterhe.pdf 2 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Automatic Information Extraction From Semi-Structured Web Pages By Pattern Discovery http://dl.acm.org/citation.cfm?id=640423&dl=ACM&coll=portal Automatic Meaning Discovery Using Google by Rudi Cilibrasi and Paul M. B. Vitanyi http://arxiv.org/abs/cs.CL/0412098 Beyond Google: The Invisible Web - Tools for Teaching the Invisible Web http://library.laguardia.edu/invisibleweb/teachingtools Bibliomining Bibliography (Outdated) http://www.bibliomining.com/ Bibliomining for Automated Collection Development in a Digital Library Setting: Using Data Mining to Discover Web-Based Scholarly Research Works by Dr. Scott Nicholson http://www.bibliomining.com/nicholson/asisdiss.html Bot Research http://www.BotResearch.info/ Calling All Journalists: The Deep Web Beckons by Madeline Morris http://maddiemo.com/calling-journalists-deep-web-beckons/ Client-Side Deep Web Data Extraction http://www.computer.org/csdl/proceedings/cec-east/2004/2206/00/22060158-abs.html Clustering E-Commerce Search Engines by Q. Peng, W. Meng, H. He, C. Yu http://www.cs.binghamton.edu/~meng/pub.d/WWWposterPeng.pdf Common Deep Web and Big Data Questions Answered (Part 1) http://www.brightplanet.com/2014/11/common-deep-web-big-data-questions-answeredpart-1/ Creating Intelligence from Big Data http://bigdata.brightplanet.com/creating-new-intelligence-from-big-data Current Awareness Discovery Tools on the Internet http://www.zillman.us/white-papers/current-awareness-discovery-tools-on-the-internet/

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http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Data Extraction and Label Assignment for Web Databases http://www2003.org/cdrom/papers/refereed/p470/p470-wang.htm Deep Web - Exploring the Secrets of the Hidden Internet by Marcus P. Zillman, M.S., A.M.H.A., - 23 minutes - Internet/Technology Channel http://www.planetearthradio.com/technology.htm Desperately Seeking Web Search 2.0 http://news.netcraft.com/archives/2004/04/23/desperately_seeking_web_search_20.html Digging Deeper into Deep Web Databases by Breaking Through the Top-k Barrier http://arxiv.org/abs/1208.3876 DigiCULT Thematic Issue 6 Resource Discovery Technologies for the Heritage Sector, June 2004 http://www.digicult.info/downloads/digicult_thematic_issue6.pdf Effective and Scalable Metasearch Project http://www.cs.binghamton.edu/~meng/metasearch.html Efficient Deep Web Crawling Using Reinforcement Learning http://link.springer.com/chapter/10.1007%2F978-3-642-13657-3_46 Experiences In Crawling Deep Web In The Context Of Local Search http://dl.acm.org/citation.cfm?id=1460016 Grey Literature http://en.wikipedia.org/wiki/Gray_literature Grey Literature Network Service (GreyNet) http://www.greynet.org/ Information Retrieval and the Semantic Web by Tim Finin, James Mayfield, Clay Fink, Anupam Joshi, and R. Scott Cost http://ebiquity.umbc.edu/paper/html/id/185/ In Search of the Deep Web http://www.salon.com/2004/03/09/deep_web/ Invisible Web Gets Deeper http://searchenginewatch.com/article/2065784/Invisible-Web-Gets-Deeper 4 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

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Invisible Web Revealed http://searchenginewatch.com/article/2065183/Invisible-Web-Revealed IR and IE on the Web - PhD and MSc Dissertations https://groups.yahoo.com/neo/groups/webir/info http://www.webir.org/ LLRX: Book Review: The Invisible Web http://www.llrx.com/features/invisibleweb.htm LLRX: Deep Web Research http://www.llrx.com/features/deepweb.htm LLRX: Deep Web Research 2005 http://www.llrx.com/features/deepweb2005.htm LLRX: Deep Web Research 2006 http://www.llrx.com/features/deepweb2006.htm LLRX: Deep Web Research 2007 http://www.llrx.com/features/deepweb2007.htm LLRX: Deep Web Research 2008 http://www.llrx.com/features/deepweb2008.htm LLRX: Deep Web Research 2009 http://www.llrx.com/features/deepweb2009.htm LLRX: Deep Web Research 2010 http://www.llrx.com/features/deepweb2010.htm LLRX: Deep Web Research 2011 http://www.llrx.com/features/deepweb2011.htm LLRX: Deep Web Research 2012 http://www.llrx.com/features/deepweb2012.htm LLRX: Deep Web Research 2013 http://www.llrx.com/features/deepweb2013.htm LLRX: Deep Web Research 2014 http://www.llrx.com/features/deepweb2014.htm 5 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

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LLRX: Deep Web Research 2015 http://www.llrx.com/features/deepweb2015.htm LLRX: Mining Deeper Into the Invisible Web http://www.llrx.com/features/mining.htm LLRX: ResearchWire: Exposing the Invisible Web http://www.llrx.com/columns/exposing.htm Metadata? Thesauri? Taxonomies? Topic Maps! by Lars Marius Garshol http://www.ontopia.net/topicmaps/materials/tm-vs-thesauri.html Mining Newsgroups Using Networks Arising From Social Behavior http://www.almaden.ibm.com/cs/projects/iis/hdb/Publications/papers/www03_social.pdf Mining the Deep Web: Search Strategies That Work by Lee Ratzan http://www.computerworld.com/s/article/9005757/Mining_the_Deep_Web_Search_strate gies_that_work?pageNumber=1 Mining Topic-Specific Concepts and Definitions on the Web http://www.cs.uic.edu/~liub/publications/WWW-2003.pdf Net Plan Builds in Search by Kimberly Patch http://www.trnmag.com/Stories/2004/040704/Net_plan_builds_in_search_040704.html Onion Browser - An Open-Source Privacy Enhancing Web Browser for iOS https://mike.tig.as/onionbrowser/ Online or Invisible? [Requires Login] http://citeseer.ist.psu.edu/online-nature01/ OntoMiner: Bootstrapping and Populating Ontologies From Domain Specific Web Sites http://www.public.asu.edu/~hdavulcu/VLDB-WS03.pdf OpenIndex - Creating a Public Internet Index http://www.openindex.org Out-googling Google: Federated Searching and the Single Search Box http://library.marist.edu/ACRL/Foxhunt_demo.html

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http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Publications about Web Analysis, Web Search, Citation Indexing, Digital Libraries, Machine Learning, Neural Networks [Steve Lawrence, Google Labs] http://research.google.com/pubs/author103.html QProber: Classifying and Searching "Hidden-Web" Text Databases http://qprober.cs.columbia.edu/ Research Beyond Google: 119 Authoritative, Invisible, and Comprehensive Resources http://oedb.org/ilibrarian/research-beyond-google/ Scientific American: Featured Article: The Semantic Web http://www.sciam.com/article.cfm?id=the-semantic-web Search Engine Meeting http://www.SearchEngineMeeting.net/ Search Engine Technology and Digital Libraries http://www.dlib.org/dlib/june04/lossau/06lossau.html Searching the Deep Web by Alex Wright http://mags.acm.org/communications/200810/?pg=16 Searching the Deep Web http://www.dlib.org/dlib/january01/warnick/01warnick.html Searching the Deep Web - Video http://www.osti.gov/media/DeepWebVideo.html Searching the Internet (White Paper, Audio and Video) http://www.SearchingTheInternet.info/ Search Interfaces on the Web: Querying and Characterizing by Denis Shestakov https://www.doria.fi/handle/10024/38506 Seeing through the 'invisible' Web http://usatoday30.usatoday.com/tech/2001/10/15/invisible-web-search.htm Semantic Web Content Accessibility Guidelines for Current Research Information Systems (CRIS) by A. Lopatenko http://derpi.tuwien.ac.at/~andrei/AURIS_DE.htm 7 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Structured Databases on the Web: Observations and Implications http://dl.acm.org/citation.cfm?id=1031584 Testbed for Information Extraction from Deep Web http://research.microsoft.com/users/nickcr/pubs/yamada_www2004poster.pdf The Deep Web: Semantic Search http://inventionmachine.com/the-Invention-Machine-Blog/bid/79363/the-deep-websemantic-search-takes-innovation-to-new-depths The Deep Web: Surfacing Hidden Value by Michael K. Bergman http://quod.lib.umich.edu/j/jep/3336451.0007.104?view=text;rgn=main The Future Of News: The Digital Information Librarian http://www.masternewmedia.org/2004/03/24/the_future_of_news_the.htm The Hidden Potential of the Web http://www.theguardian.com/society/2004/apr/21/epublic.technology18 The Invisible Web by Chris Sherman http://web.freepint.com/go/newsletter/64#feature The Invisible Web: What it is, Why it exists, How to find it, and Its Inherent Ambiguity http://www.lib.berkeley.edu/TeachingLib/Guides/Internet/InvisibleWeb.html The Invisible Web: Where Search Engines Fear To Go http://www.powerhomebiz.com/vol25/invisible.htm The Ultimate Guide to the Invisible Web http://oedb.org/ilibrarian/invisible-web/ The Virtual Private Library™ and The Deep Web Video by Melissa Barker http://zillman.blogspot.com/2009/07/virtual-private-library-and-deep-web.html Timeline of Events Related to the Deep Web http://papergirls.wordpress.com/2008/10/07/timeline-deep-web/ Topological Measures and Maps Of the Web http://informatics.indiana.edu/fil/Web/

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TOR For Newbies - When Should You Use It? http://www.makeuseof.com/tag/tor-for-newbies/ Toward the Semantic Deep Web by James Geller, Soon Ae Chun, and Yoo Jung An http://www.mendeley.com/catalog/toward-semantic-deep-web/ Towards Automatic Incorporation of Search Engines Into A Large-Scale Metasearch Engine http://www.cs.binghamton.edu/~meng/pub.d/wi2003.pdf Traffic-Based Feedback on the Web by Jonathan Aizen, Daniel Huttenlocher, Jon Kleinberg, and Antal Novak http://www.pnas.org/content/101/suppl_1/5254.abstract Travel Industry and Deep Web: Exclusive Interview with Marcus P. Zillman http://plrplr.com/90014/deep-web-and-travel-industry-exclusive-interview-with-marcusp-zillman/ UMBC - AgentNews http://agents.umbc.edu/ Understanding Metadata http://www.niso.org/standards/resources/UnderstandingMetadata.pdf Understanding the Deep Web In 10 Minutes http://www.brightplanet.com/2013/03/whitepaper-understanding-the-deep-web-in-10minutes/ Using the Internet As a Dynamic Resource Tool for Knowledge Discovery http://www.zillman.us/white-papers/using-the-internet-as-a-dynamic-resource-tool-forknowledge-discovery/ Web Characterization Activity http://www.w3.org/WCA/ Web Data Extractors White Paper Link Compilation http://www.WebDataExtractors.com/ Web Pages Search Engine Based on DNS by Wang Liang, Guo Yi-Ping, and Fang Ming http://arxiv.org/pdf/cs.NI/0403035 9 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

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WebScales: Towards a Highly Scalable Metasearch Engine http://www.cs.binghamton.edu/~meng/pub.d/PIreport04.html What Is the Deep Web? A WhatIs Podcast 15 Minute Interview with Marcus P. Zillman http://zillman.blogspot.com/2006/10/what-is-deep-web.html What is the Invisible Web? A Crawler Perspective by Natalia Arroyo, Laboratorio de Internet http://cybermetrics.wlv.ac.uk/AoIRASIST/arroyo.html Wikipedia – Deep Web http://en.wikipedia.org/wiki/Deep_web WISE-Cluster: Clustering E-Commerce Search Engines Automatically by Q. Peng, W. Meng, H. He, C. Yu http://www.cs.binghamton.edu/~meng/pub.d/PengWIDM04.pdf

CROSS DATABASE ARTICLES Search Tools Reports: Searching for Text Information in Databases http://www.searchtools.com/info/database-search.html The Right Solution: Federated Search Tools by Roy Tennant http://lj.libraryjournal.com/2003/06/ljarchives/the-right-solution-federated-search-tools/ UK Web Archiving Consortium http://www.webarchive.org.uk

CROSS DATABASE SEARCH SERVICES EnergyFiles - Subject Pathways [Oil Gas production and forecasting] http://energyfiles.com/ FDsys - Search Across Multiple Government Databases http://www.gpo.gov/fdsys/ King County Library System http://www.kcls.org/ 10 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

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NLM Gateway Search http://wwwcf.nlm.nih.gov/hsr_project/home_proj.cfm SUMSearch 2 [Health Sciences] http://sumsearch.org/

CROSS DATABASE SEARCH TOOLS Bright Planet – Deep Web Intelligence http://brightplanet.com/ Copernic http://www.copernic.com/ Dieselpoint Java Search and Navigation Software http://www.dieselpoint.com/ Dublin Core Metadata Initiative (DCMI) http://www.dublincore.org/ EEVL Xtra - Cross Database Search http://www.ariadne.ac.uk/issue44/eevl/ Gold Rush - Database Search Tool http://goldrush.coalliance.org/ MetaLib http://www.exlibrisgroup.com/category/MetaLibOverview MetaSearch Initiative http://www.niso.org/workrooms/mi MuseGlobal http://www.museglobal.com/ Peter's PolySearch Engines http://www2.hawaii.edu/~jacso/extra/poly-page.html PBCore - The Public Broadcasting Metadata Dictionary http://www.pbcore.org/

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http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Registry of Library Knowledge Bases http://www.public.iastate.edu/~CYBERSTACKS/KBL.htm Search Federal Research and Development http://www.osti.gov/ SRU - Search/Retrieve via URL http://www.loc.gov/standards/sru The Flamenco Search Interface Project http://flamenco.berkeley.edu/ VIAF: The Virtual International Authority File http://www.oclc.org/research/activities/viaf.html?urlm=160265

PEER TO PEER (P2P), FILE SHARING, GRID AND MATRIX SEARCH ENGINES ALPINE Network - SourceForge: Project http://sourceforge.net/projects/alpine/ Azureus - Vuze Java Bittorrent Client http://www.vuze.com/ BadBlue [Uncensored News] http://badblue.com/ Between Rhizomes and Trees: P2P Information Systems by Bryn Loban http://firstmonday.org/ojs/index.php/fm/article/view/1182 BigChampagne http://www.bigchampagne.com/ Bitmessage - P2P Communication Protocol To Send Encrypted Messages https://bitmessage.org/wiki/Main_Page Bit Torrent Official Site and Search Engine http://www.BitTorrent.com/

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http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Coral - The Coral P2P Content Distribution Network http://www.coralcdn.org/ Capn's PHP Gnutella Search [Only code is available for download] http://capnbry.net/gnutella/gs.php ClearBits - BitTorrent distribution of open licensed media https://twitter.com/clearbits Deepnet Explorer - Web Browser http://www.deepnetexplorer.com/ Distributed Search Engines http://www.openp2p.com/pub/t/74 Distributed Search in P2P Networks http://www.computer.org/csdl/mags/ic/2002/01/w1068-abs.html DirecTransFile - P2P File Transfers http://www.directransfile.com FAROO - P2P Web Search http://www.faroo.com/ FilesOverMiles - Browser to Browser File Sharing (P2P) http://www.filesovermiles.com/ Filetopia - File sharing tool with public key encryption http://www.filetopia.org/ Free Haven Project http://www.freehaven.net Frost Project - Freenet Messaging and File Sharing Client http://jtcfrost.sourceforge.net/ FuzzBox: Tangent Research Artificial Intelligence and Robotics http://tangentresearch.com/news/07252001_p2p_ai.html GNUnet – Secure P2P Networking - Free Software Foundation (FSF) https://gnunet.org/ 13 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

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Grid, Distributed and Cloud Computing Resources http://www.GridResources.info/ GNU GRUB – Multiboot Boot Loader http://www.gnu.org/software/grub/ Ian Clarke's Blog http://blog.locut.us/ iMesh [Free Legal Music] http://www.iMesh.com/ International Workshop on Peer-to-Peer Knowledge Management (P2PKM) http://www.p2pkm.org/ Internet Movie Database (IMDb) http://www.imdb.com/ Kademlia: A Peer-to-peer Information System Based on the XOR Metric [Citeseer Login Required] http://citeseer.ist.psu.edu/529075.html Lphant - The Full P2P Solution http://www.lphant.com/ MoleSter - A Tiny File-Sharing Application http://ansuz.sooke.bc.ca/software/molester/ MusicBrainZ – Open Music Encyclopedia http://www.MusicBrainZ.org/ MysterNetworks - The Evolution of Peer-to-Peer http://www.mysternetworks.com/ Open Directory - File Sharing http://dmoz.org/Computers/Software/Internet/Clients/File_Sharing/ Open Directory - MP3 Search Engines http://dmoz.org/Arts/Music/Sound_Files/MP3/Search_Engines/

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http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

OpenNap: Open Source Napster Server http://opennap.sourceforge.net/ OpenP2P.com http://www.openp2p.com/ P2P and the Future of Private Copying by Peter K. Yu, Michigan State University College of Law http://papers.ssrn.com/sol3/papers.cfm?abstract_id=578568 Peer-To-Peer Wikipedia http://en.wikipedia.org/wiki/Peer-to-peer Peer to Peer File Sharing - P2P Networking http://compnetworking.about.com/od/p2ppeertopeer/Peer_to_Peer_File_Sharing_P2P_Ne tworking.htm Piolet http://www.piolet.com/ Port Knocking http://www.portknocking.org/ PowerFolder - P2P Whole Folder Synchronization http://www.powerfolder.com/ Rodi - Tiny P2P Client/Host http://rodi.sourceforge.net/ ScrapeTorrent http://www.ScrapeTorrent.com/ Skype http://www.skype.com/ Slyck - File Sharing News and Info http://www.slyck.com/ Stealth Mode Online Privacy Resources http://www.StealthMode.info/

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Super-Peer-Based Routing and Clustering Strategies for RDF-Based Peer-to-Peer Networks [CiteSeer Login Required] http://citeseer.ist.psu.edu/nejdl02superpeerbased.html Swarm - A Transparently Scalable Distributed Programming Language http://swarmframework.org/ The Anthill Project http://www.cs.unibo.it/projects/anthill/ The Freenet Project http://freenetproject.org/ The Peer-to-Peer Weblog [Last updated 2010] http://downloadsquad.switched.com/category/p2p/ The Role of Peer to Peer File Sharing in Law Firm Marketing by Andy Havens http://www.llrx.com/columns/marketing7.htm ToPeer http://www.2peer.com/ Torrent Reactor http://www.torrentreactor.net/ Transmission - Fast, Easy and Free BitTorrent Client http://www.transmissionbt.com/ Tribler - A Social Community That Facilitates Filesharing Through P2P http://www.tribler.org/ TrustyFiles http://www.trustyfiles.com/ Understanding BitTorrent: An Experimental Perspective by Arnaud Legout, Guillaume Urvoy-Keller, and Pietro Michiardi http://hal.inria.fr/inria-00000156/en WASTE (Secure P2P communication) http://slackerbitch.free.fr/waste/

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YaCy - Distributed P2P Based Web Indexing and Anonmymous Search Engine http://www.yacy.net/ YAPPERS: A Peer-to-Peer Lookup Service over Arbitrary Topology [CiteSeer Login Required] http://citeseer.ist.psu.edu/ganesan03yappers.html YouServ - A P2P (peer-to-peer) Web Hosting/File Sharing System http://www.bayardo.org/youserv/ Zebra – Structured Text Indexing and Retrieval http://www.indexdata.com/zebra Zilok - Peer To Peer Rental Marketplace http://zilok.com/

PRESENTATIONS Deep Web http://whatis.techtarget.com/definition/deep-Web Deep Web and Darknet - What Lies Beyond the Surface of the World Wide Web – The Colin McEnroe Show On WNPR http://www.yourpublicmedia.org/node/21560 From Theory To Practice - Bielefeld Academic Search Engine http://www.diglib.org/forums/spring2004/presentations/summann-2004-04.pdf Gumshoe Librarian http://www.llrx.com/features/gumshoe.htm Searching the Internet Whitepaper http://www.SearchingTheInternet.info/ The Virtual Private Library™ and The Deep Web Video by Melissa Barker http://zillman.blogspot.com/2009/07/virtual-private-library-and-deep-web.html

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RESOURCES - Deep Web Research AEON (Automatic Evaluation of ONtologies) http://code.google.com/p/aeon-project/ AnkaSearch - Meta Search and Deep Web Search Desktop Tool http://www.ankasoftware.com/ankasearch.html Anonymous Web Browsing - Wikipedia http://en.wikipedia.org/wiki/Anonymous_web_browsing An Up-To-Date Layman's Guide To Accessing The Deep Web http://www.fastcolabs.com/3026989/an-up-to-date-laymans-guide-to-accessing-the-deepweb A Roadmap for Web Mining: From Web to Semantic Web http://eprints.pascal-network.org/archive/00000841/01/roadmap.pdf AskReddit – What Are Your Experiences With the Deep Web http://www.reddit.com/r/AskReddit/comments/lm4dl/reddit_what_are_your_experiences _in_the_deep_web/ BASE - Bielefeld Academic Search Engine http://www.base-search.net/ Biznar – Deep Federated Search http://biznar.com/biznar/ Bot Research http://www.BotResearch.info/ BrightPlanet – Deep Web Intelligence http://www.brightplanet.com/ Catalog of U.S. Government Publications (CGP) http://catalog.gpo.gov/ Cazoodle - Search, Integrate, and Organize -- The Real World http://www.cazoodle.com/

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Creative Commons RDF-Enhanced Search http://search.creativecommons.org/ Cyber Cemetery http://govinfo.library.unt.edu/ CyberGhost - One of the World's Most Trusted and Secure Virtual Private Networks http://www.cyberghostvpn.com/ Cybermetrics - First Generation Tools - Invisible Web http://cybermetrics.cindoc.csic.es/search13.html Data Mining Resources http://www.DataMiningResources.info/ DeepDive - Analyze Data On a Deeper Level Than Ever Before http://deepdive.stanford.edu/ Deep Web Research Resources http://www.DeepWebResearch.info/ Deep Web Search http://deep-web.org/ Deep Web Technologies – federated search http://www.deepwebtech.com/ Directory Resources http://www.DirectoryResources.info/ eFinancial Bot Deep Meta Search Engine http://www.eFinancialBot.com/ eGreenBot - Green Resources Search Engine http://www.eGreenBot.com/ eHealthcare Bot Deep Meta Search Engine http://www.eHealthcareBot.com/

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http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

eMarketing Bot Deep Meta Search Engine http://www.eMarketingBot.com/ ENDECA http://www.oracle.com/us/products/applications/commerce/endeca/overview/index.html Engineering Village http://www.engineeringvillage.com Falcons Semantic Web Search Engine http://ws.nju.edu.cn/falcons/objectsearch/index.jsp Federated Search Blog http://federatedsearchblog.com/ Freely Accessible Databases for the Public http://www.istl.org/01-winter/internet.html Google Fusion Tables http://www.google.com/drive/apps.html#fusiontables Google Scholar http://scholar.google.com/ HighWire Press - Largest Repository of Free Full-Text Life Science Articles in the World http://highwire.stanford.edu/ INFOMINE http://infomine.ucr.edu/ Internet Archive http://www.archive.org/ Invisible Library http://invislib.blogspot.com/ Kapow Web Collector http://www.automated-info-solutions.com/ Karma - Data Integration Tool http://www.isi.edu/integration/karma/ 20 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

KDnuggets: Data Mining, Web Mining, and Knowledge Discovery Guide http://www.kdnuggets.com/ Knowledge Discovery http://www.KnowledgeDiscovery.info/ Large-Scale Deep Web Integration: Incomplete Bibliography http://metaquerier.cs.uiuc.edu/webibib.html Linked Data - Connect Distributed Data Across the Web http://linkeddata.org/ LinkingOpenData - W3C SWEO Community Project http://www.w3.org/wiki/SweoIG/TaskForces/CommunityProjects/LinkingOpenData MagPortal http://www.magportal.com/ Mappa.Mundi Magazine http://mappa.mundi.net/ Mednar - Innovative Medical Search http://mednar.com/ Mining the Deep Web for Economic Data https://www.collectiveip.com/grants/NSF:0207603 New Zealand Digital Library http://www.nzdl.org/ OAI-PMH Implementation Guidelines - Conveying rights expressions about metadata in the OAI-PMH framework http://www.openarchives.org/OAI/2.0/guidelines-rights.htm OAIster http://www.oclc.org/oaister.en.html OECD.StatExtracts - Complete Databases Available Via OECD's iLibrary http://stats.oecd.org/ OneLook Dictionary Search http://www.onelook.com/ 21 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Onion Browser - An Open-Source Privacy Enhancing Web Browser for iOS https://mike.tig.as/onionbrowser/ Open Archives Initiative http://www.openarchives.org/ OpenIndex - Creating a Public Internet Index http://www.openindex.org/ Open Source Intelligence http://www.oss.net/ Open Vulnerability Assessment System (OpenVAS) http://www.darknet.org.uk/2015/01/openvas-7-released-open-source-vulnerabilityscanner/ Privacy Resources Subject Tracer™ http://www.PrivacyResources.info/ Project Maelstrom - The Internet We Build Next http://blog.bittorrent.com/category/labs/ QProber: Classifying and Searching "Hidden-Web" Text Databases - PERSIVAL Project http://qprober.cs.columbia.edu/ Recommended Gateway Sites for the Deep Web http://people.hws.edu/hunter/deepwebgate03.htm ReportLinker: Industry Reports, Company Profiles and Market Statistics http://www.reportlinker.com/ SAO/NASA Astrophysics Data System (ADS) http://adswww.harvard.edu/ Science Accelerator - Search Key Resources from DOE OSTI http://www.scienceaccelerator.gov/ reSearcher http://researcher.sfu.ca/

22 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Science and Technology Sources on the Internet http://www.loc.gov/rr/scitech/resources.html Scientific and Technical Information Network (STINET) http://www.loc.gov/flicc/Exemplars/DTIC/DTIC-STINET.PDF Science Commons http://creativecommons.org/science Science.gov - FirstGov for Science - Government Science Portal http://www.science.gov/ ScienceResearch.com - Deep Web Search Engine http://www.scienceresearch.com/ SciTech Connect http://www.osti.gov/scitech/ SDARTS - A Protocol and Toolkit for Metasearching http://sdarts.cs.columbia.edu/ SIMILE Widgets - Free, Open-Source Data Visualization Web Widgets and More http://simile-widgets.org/ Social Buzz Bot (PDF download) http://www.SocialBuzzBot.com/ STN International - Databases in Science and Technology http://www.stn-international.de/ SurfEasy - Online Privacy https://www.surfeasy.com/ Swoogle - Semantic Bot http://swoogle.umbc.edu/ SWRC Ontology http://ontoware.org/swrc/ TechDeepWeb - How-To Guide to the Deep Web for IT Professionals http://www.TechDeepWeb.com/ 23 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Testbed for Information Extraction from Deep Web http://research.microsoft.com/users/nickcr/pubs/yamada_www2004poster.pdf The Invisible Web http://www.lib.berkeley.edu/TeachingLib/Guides/Internet/InvisibleWeb.html The World Bank - Data http://data.worldbank.org/ THOR: Deep Web Data Extraction http://www.cc.gatech.edu/projects/disl/THOR/ Tor Browser Bundle – Anonymity https://www.torproject.org/projects/torbrowser.html.en TOR For Newbies - When Should You Use It? http://www.makeuseof.com/tag/tor-for-newbies/ TRID - The TRIS and ITRD Database (Transportation Research Board) http://trid.trb.org/ TunnelBear - Simple, Private, Free Access to the Global Internet https://www.tunnelbear.com/ Twitter/Search #deepweb https://twitter.com/search?q=%23deepweb UNdata - Data Access System To UN Databases http://data.un.org/ UNESCO Information Services - Databases http://www.unesco.org/unesdi/index.php/eng/doc/tous.html Useful Tips and Tools to Research the Deep Web http://www.online-college-blog.com/features/100-useful-tips-and-tools-to-research-thedeep-web/ Virtual Private Networks Directory of Best Services http://www.makeuseof.com/tag/best-vpn-services/ Wall Street Executive Library http://www.executivelibrary.com/ 24 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Web Data Extractors http://www.WebDataExtractors.com/ Web Farming http://webfarming.com/ WebFountain™ - Analytical engine unstructured data http://en.wikipedia.org/wiki/IBM_WebFountain Web IR & IE https://groups.yahoo.com/neo/groups/webir/info http://www.webir.org/ WebScales: Towards a Highly Scalable Metasearch Engine http://www.cs.binghamton.edu/~meng/pub.d/PIreport04.html WTO Statistics Database http://stat.wto.org/ Zaba Search – Free People Search and Public Information Search Engine http://www.zabasearch.com/

RESOURCES – Semantic Web Research 4Store - An Efficient, Scalable and Stable RDF Database http://4store.org/ Analyzing Social Networks on the Semantic Web http://ebiquity.umbc.edu/paper/html/id/202/?EBS=d259cb1bacc16993d8f13615a1925762 DARPA Agent Markup Language http://www.daml.org/ DBin Project - Semantic Web P2P and/or Semantic Newsgroup Client. http://www.dbin.org/ Digital Object Identifier (DOI) http://www.doi.org/ Falcons Semantic Web Search Engine http://ws.nju.edu.cn/falcons/objectsearch/index.jsp 25 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

FOAF Project - A Semantic Web Application http://www.foaf-project.org/ Foundation for Intelligent Physical Agents (FIPA) http://www.fipa.org/ GistWeb - Gist of Any Web Page Actual Content http://gistweb.com/ Go3R - Knowledge Based Semantic Search Engine To Avoid Animal Experiments http://www.go3r.org/ GoodRelations Vocabulary - Semantic Web Based eCommerce http://www.heppnetz.de/projects/goodrelations/ Infomesh's Semantic Web Introduction http://infomesh.net/2001/swintro/ International Journal of Metadata, Semantics and Ontologies (IJMSO) http://www.inderscience.com/jhome.php?jcode=ijmso International Journal on Semantic Web and Information Systems (IJSWIS) http://www.ijswis.org/ Jena – A Semantic Web Framework for Java http://jena.sourceforge.net/ Journal of Biomedical Semantics http://www.jbiomedsem.com/ Journal of Web Semantics http://www.journals.elsevier.com/journal-of-web-semantics Journal of Web Semantics: Preprint Server http://www.websemanticsjournal.org/ Knowledge Discovery http://www.KnowledgeDiscovery.info/ KnowledgeNets http://wissensnetze.ag-nbi.de/ 26 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Language Engineering for the Semantic Web: A Digital Library for Endangered Languages http://informationr.net/ir/9-3/paper176.html Linked Open Data from the New York Times http://data.nytimes.com/ Magpie - The Samatic Filter and Tool For the Semantic Web http://projects.kmi.open.ac.uk/magpie/main.html MetaData at W3C http://www.w3.org/Metadata/ MindRaider - Semantic Web Outliner http://mindraider.sourceforge.net/ OASIS - Advancing eBusiness Standards https://www.oasis-open.org/ Ontology Matching http://www.ontologymatching.org/ Ontology Metadata Vocabulary (OMV) http://omv2.sourceforge.net/ O'Reilly's Semantic Web Primer http://www.xml.com/pub/a/2000/11/01/semanticweb/ Potential Advantages Of Semantic Web For Internet Commerce by Yuxiao Zhao and Kristian Sandahl [CiteSeer Login Required] http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.7.9111 pOWL - Semantic Web Development Plattform http://sourceforge.net/projects/powl/ Practical Semantic Analysis of Web Sites and Documents [CiteSeer Login Required] http://citeseer.ist.psu.edu/despeyroux04practical.html RDF Context Tools http://www.dbin.org/RDFContextTools.php

27 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

RDF - Resource Description Framework http://www.w3.org/RDF/ Rules and Rule Markup Languages for the Semantic Web - RuleML-2003 http://www.informatik.uni-trier.de/~ley/db/conf/semweb/ruleml2003.html SameAs.org - Interlinking the Web of Data http://sameas.org/ SAO/NASA Astrophysics Data System (ADS) http://adswww.harvard.edu/ SemanticDeskTop.org http://www.SemanticDeskTop.org/ Semantic Knowledge Technologies and Language Computation http://gate.ac.uk/projects/sekt/ SemanticWeb.org - The Semantic Web Community Portal http://www.semanticweb.org/ Semantic Web Activity Statement http://www.w3.org/2001/sw/Activity.html Semantic Web Application Platform - SWAP http://www.w3.org/2000/10/swap/ Semantic Web for AURIS-MM http://derpi.tuwien.ac.at/~andrei/AURIS-MM-plan.html Semantic Web Primer for Object-Oriented Software Developers http://www.w3.org/TR/2006/NOTE-sw-oosd-primer-20060309/ Semantic Web Roadmap http://www.w3.org/DesignIssues/Semantic.html Semantic Web Search Engine (SWSE) http://www.swse.org/ Semantic Web Services Challenge http://www.sws-challenge.org/ 28 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Semantic Web - The Voice of Semantic Web Technology http://www.semanticweb.com/ Semantic Web W3C http://www.w3.org/2001/sw/ SenseBot - Semantic Search Engine That Finds Sense On the Web http://www.sensebot.net/ Simile Widgets – Free, Open-Source Data Visualization Web Widgets and More http://simile-widgets.org/ Sindice - The Semantic Web Index http://sindice.com/ SourceForge.net: Project Info - OWL API http://sourceforge.net/projects/owlapi Swoogle - Semantic Bot http://swoogle.umbc.edu/ SWRL: A Semantic Web Rule Language Combining OWL and RuleML http://www.daml.org/2003/11/swrl/ The Authoritative Resource List for the Semantic Web by Kaila Strong http://www.verticalmeasures.com/search-optimization/the-authoritative-resource-list-forthe-semantic-web/ The Cover Pages http://xml.coverpages.org/ The RDF Query Language (RQL) http://139.91.183.30:9090/RDF/RQL/ The Semantic Web: An Introduction http://infomesh.net/2001/swintro/ The Semantic Web By Tim Berners-Lee, James Hendler and Ora Lassila http://www.scientificamerican.com/article.cfm?id=the-semantic-web

29 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

The Semantic Web In Breadth http://logicerror.com/semanticWeb-long The Semantic Web Is Your Friend http://web.freepint.com/go/newsletter/160#feature Transforming and Enriching Documents for the Semantic Web by Dietmar Roesner, Manuela Kunze, Sylke Kroetzsch http://arxiv.org/abs/cs.AI/0501096 uClassify - Free Text Classified Web Service http://uclassify.com/ Watson Web - Exploring the Semantic Web http://watson.kmi.open.ac.uk/WatsonWUI/ Web Semantics: Science, Services and Agents on the World Wide Web http://www.sciencedirect.com/science/journal/15708268 Web Service Modeling Ontology http://www.wsmo.org/ Wilbur Toolkit for Semantic Web Programming [Project no longer actively maintained] http://wilbur-rdf.sourceforge.net/ World Wide Web Reference http://www.WWWReference.info/ XML.com: Semantic Web http://www.xml.com/pub/rg/Semantic_Web XML.org http://www.xml.org/ Yahoo Groups - SemanticWeb http://groups.yahoo.com/group/semanticweb/

30 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Bot and Intelligent Agent Research Resources and Sites 1st Spot http://1st-spot.net/topic_agents.html 80legs - Powerful and Economical Service Platform for Crawling and Processing Web Content http://www.80legs.com/ Agent Construction Tools http://www.agentbuilder.com/ AgentLink http://www.AgentLink.org/ Agent Model Yields Leadership [2004 article] http://www.trnmag.com/Stories/2004/092204/Agent_model_yields_leadership_092204.ht ml Agents http://aitopics.org/ AgentSheets - Authoring Tool to Create Agents http://www.agentsheets.com/ ALICEBot http://www.alicebot.org/ api.ai - Speech Interface for Apps and Devices http://api.ai/ Applied Soft Computing http://www.sciencedirect.com/science/journal/15684946 Article Search API - New York Times Articles 1981 to Present http://developer.nytimes.com/docs/article_search_api Artificial Intelligence Resources http://www.AIResources.info/ artoo.js - The Client-Side Scraping Companion http://medialab.github.io/artoo/ 31 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Bots, Blogs and News Aggregators http://www.BotsBlogs.com ChatterBots http://www.ChatterBots.info/ cQuery - Content Query Engine http://cquery.com/ Data Mining Resources http://www.DataMiningResources.info/ DataparkSearch Engine - Full-Featured Open Source Web-Based Search Engine http://www.dataparksearch.org/ DataRobot - Build Better Predictive Models - Faster http://www.datarobot.com/ Deep Web Research http://www.deepwebresearch.info/ Design of a Parallel and Distributed Web Search Engine by Salvatore Orlando, Raffaele Perego, and Fabrizio Silvestri http://arxiv.org/abs/cs.IR/0407053 Dictionary of Algorithms and Data Structures http://xlinux.nist.gov/dads// Eliza - The Original ChatterBot http://www-ai.ijs.si/eliza/eliza.html Facepager - Fetching Public Data From Facebook https://github.com/strohne/Facepager FAME (Facilitating Agents in Multiculture Exchange)Project http://cordis.europa.eu/projects/rcn/58337_en.html File Information Tool Set (FITS) http://fitstool.org/ Foundation for Intelligent Physical Agents http://www.fipa.org/ 32 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Google Guide http://www.googleguide.com/ IBM Watson Services http://www.ibm.com/smarterplanet/us/en/ibmwatson/developercloud/servicescatalog.html Imagination Engines http://www.imagination-engines.com/ Import.io - Turn the Web Into Data With Extractors, Crawlers and Connectors https://import.io/ Indexing Robot Crawler Checklist http://www.searchtools.com/robots/robot-checklist.html InfoExtractor - Extract Relevant Information from Various Sources Like Blogs, YouTube, and Wikipedia http://www.infoextractor.org/ Information Retrieval Intelligence http://www.miislita.com/ Institute for Human and Machine Cognition (IHMC) http://www.ihmc.us/ Intellexer - Custom Built Search Engines, Knowledge Management Tools, Natural Language Processing http://www.intellexer.com/ Intelligent Information Systems Research Laboratory http://iis.ist.psu.edu/ International Journal of Agent-Oriented Software Engineering (IJAOSE) http://www.inderscience.com/jhome.php?jcode=ijaose jSEO - Web Crawler For Search Engine Optimization http://codecanyon.net/item/jseo-web-crawler-for-search-engine-optimization/8770392 Knowledge Discovery http://www.knowledgediscovery.info/ 33 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Koders - Source Code Search Engine http://code.ohloh.net/ LAIR - Laboratory of Applied Informatics Research http://lair.unc.edu/ List of User-Agents (Spiders, Robots, Crawler, Browser) http://www.user-agents.org/index.shtml Minimal-Intelligence Agents for Bargaining Behaviors in Market-Based Environments by Dave Cliff and Janet Bruten http://www.hpl.hp.com/techreports/97/HPL-97-91.html MIT Media Lab: Software Agents http://agents.media.mit.edu/index.html Modelling and Mining of Network Information Systems http://www.mathstat.dal.ca/~mominis/index.html Mozenda Web Agent Builder - Web Data Extraction http://www.mozenda.com/ MultiAgent http://www.MultiAgent.com/ MySpiders [CiteSeer Login Required] http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.21.3013 NCapture - Capture Web Content http://www.qsrinternational.com/products_nvivo_add-ons.aspx Open Source Web Information Retrieval (OSWIR05) http://www.emse.fr/OSWIR05/ Oxyus Open Source Search Engine http://sourceforge.net/projects/oxyus/ Robo Brain - Large Scale Computational System That Learns from Publicly Available Internet Resources http://robobrain.me/

34 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Search Engine Robots http://www.jafsoft.com/searchengines/webbots.html Search Engine Watch News http://www.searchenginewatch.com/ Search Tools - Information Guides and News http://www.searchtools.com/ SeerSuite - CiteSeerX Toolkit http://sourceforge.net/projects/citeseerx/ Semantic Web http://www.semanticweb.org/ ShoppingBots http://www.ShoppingBots.info/ Siri - Your Virtual Personal Assistant http://www.apple.com/ios/siri/ Smarter Bots http://www.SmarterBots.com/ SocialBuzzBot - The Business and Social Intelligence Search Engine for Information Discovery from Social Communities http://www.SocialBuzzBot.com/ SocSciBot - Social Sciences Link Analysis Research http://socscibot.wlv.ac.uk/ Spidering Hacks http://www.oreilly.com/catalog/spiderhks/ Spinn3r: RSS Content, News Feeds, News Content, News Crawler and Web Crawler APIs http://spinn3r.com/ Structure and Interpretation of Computer Programs - Video Lectures by Hal Abelson and Gerald Jay Sussman http://groups.csail.mit.edu/mac/classes/6.001/abelson-sussman-lectures/ 35 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Supybot, A Superb Python IRC Bot http://freecode.com/projects/supybot?branch_id=31808&release_id=181322 Swoogle - Semantic Bot http://swoogle.umbc.edu/ TextRunner Search - Searches Hundreds of Millions of Assertions Extracted from 500 Million High-Quality Web Pages http://openie.cs.washington.edu/ The Intelligent Software Agents Lab http://www.cs.cmu.edu/~softagents/ The Lemur Toolkit - Language Modeling and Information Retrieval Research http://www.lemurproject.org/ The Search Engine Project (TSEP) http://freecode.com/projects/tsep The Simon Lavern Page http://www.simonlaven.com/ TSEP - The Search Engine Project http://www.tsep.info/ UMBC AgentWeb http://agents.umbc.edu/ UMBC eBiquity http://ebiquity.umbc.edu/ Web Curator Tool (WCT) http://webcurator.sourceforge.net/ Web Data Extractors - White Paper Link Compilation http://www.WebDataExtractors.com/ Web Intelligence Consortium http://wi-consortium.org/

36 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Web IR & IE https://groups.yahoo.com/neo/groups/webir/info http://www.webir.org/ WolframAlpha Computational Knowledge Engine - Trillions of Pieces of Curated Data and Millions of Lines of Algorithms http://www.wolframalpha.com/

37 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Subject Tracer™ Information Blogs Subject Tracer™ Information Blogs created and developed by the Virtual Private Library™ combine the best of the latest tools on the Internet. Using bots, blogs and news aggregators the Subject Tracer™ Information blogs generate RSS feeds with the latest resources to create a current information resource flow through niched subject tracers. I am proud to be the creator of the Internet’s first Subject Tracer™ Information Blogs: Virtual Private Library™ http://www.VirtualPrivateLibrary.com/ Agriculture Resources http://www.AgricultureResources.info/ AnswerSpot http://www.AnswerSpot.us/ Artificial Intelligence Resources http://www.AIResources.info/ Astronomy Resources http://www.AstronomyResources.info/ Auction Resources http://www.AuctionResources.info/ Biological Informatics http://www.BiologicalInformatics.info/ Biotechnology Resources http://www.BiotechnologyResources.info/ Bot Research http://www.BotResearch.info/ Business Intelligence Resources http://www.BIResources.info/ ChatterBots http://www.ChatterBots.info/

38 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Data Mining Resources http://www.DataMiningResources.info/ Deep Web Research http://www.DeepWebResearch.info/ Directory Resources http://www.DirectoryResources.info/ eCommerce Resources http://eCommerceResources.info/ Education and Academic Resources http://www.EducationResources.info/ Elder Resources http://www.ElderResources.info/ Employment Resources http://www.EmploymentResources.info/ Entrepreneurial Resources http://www.EntrepreneurialResources.info/ Fact Checkers Directory http://www.FactCheckers.us/ Financial Sources http://www.FinancialSources.info/ Finding People http://www.FindingPeople.info/ Games Resources http://www.GamesResources.info/ Genealogy Resources http://www.GenealogyResources.info/ Grant Resources http://www.GrantResources.info/ 39 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Green Files http://www.GreenFiles.info/ Grid, Distributed and Cloud Computing Resources http://www.GridResources.info/ Healthcare Resources http://www.HealthcareResources.info/ Information Futures Markets http://www.InformationFuturesMarkets.com/ Information Quality Resources http://www.InformationQualityResources.info/ International Trade Resources http://www.InternationalTradeResources.info/ Internet Alerts http://www.InternetAlerts.info/ Internet Demographics http://www.InternetDemographics.info/ Internet Experts http://www.InternetExperts.info/ Internet Hoaxes http://www.InternetHoaxes.info/ Intrapreneurial Resources http://www.IntrapreneurialResources.info/ Journalism Resources http://www.JournalismResources.info/ Knowledge Discovery http://www.KnowledgeDiscovery.info/ Military Resources http://www.MilitaryResources.info/ 40 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

New Economy Analytics, Resources and Alerts http://www.NewEconomyAnalytics.com/ Outsourcing/Offshoring Information and Resources http://www.OutsourcingOffshore.us/ Privacy Resources http://www.PrivacyResources.info/ Reference Resources http://www.ReferenceResources.info/ Research Resources http://www.ResearchResources.info/ RestStress™ http://www.RestStress.com/ Script Resources http://www.ScriptResources.info/ ShoppingBots http://www.ShoppingBots.info/ Social Informatics http://www.SocialInformatics.info/ Statistics Resources and Big Data http://www.StatisticsResources.info/ Student Research http://www.StudentResearch.info/ Theology Resources http://www.TheologyResources.info/ Tutorial Resources http://www.TutorialResources.info/ World Wide Web Reference http://www.WWWReference.info/ 41 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Figure 2: Virtual Private Library™

Author Information: Marcus P. Zillman, M.S., A.M.H.A. Executive Director of the Virtual Private Library is an international Internet expert, author, keynote speaker and corporate consultant in the area of information retrieval, knowledge discovery, knowledge harvesting, artificial intelligence and bots/intelligent agents. He has created numerous world wide web sites including 54 Subject Tracer™ Information Portals and Blogs; written a number of internet miniguides, white papers, manuals and books; hosted over 160 weekly Internet television shows, writes a weekly and monthly column on Current Awareness on the Internet; writes a monthly newsletter Awareness Watch and delivers keynote presentations throughout the international marketplace. He also actively delivers one and two day workshops for key industry sectors displaying how the Internet can be used as a tool to maintain current awareness and professional competencies. Additional websites by Marcus P. Zillman, M.S., A.M.H.A.: Marcus P. Zillman's Blog http://www.zillman.us/ Marcus P. Zillman Abbreviated Bio http://www.zillman.info/ White Papers by Marcus P. Zillman http://www.WhitePapers.us/ 42 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Internet MiniGuides™ http://www.InternetMiniguide.com/ Awareness Watch™ Newsletter http://www.AwarenessWatch.com/ Marcus P. Zillman's Columns http://www.ZillmanColumns.com LinkSeries Publications http://www.LinkSeries.com/ Links By Marcus™ http://www.LinksByMarcus.com/ Workshops By Marcus™ http://www.WorkshopsByMarcus.com/ SourceSeries Internet Research Workshops http://www.SourceSeries.com/ Research White Papers, Articles, Lectures and Speeches by Marcus P. Zillman, M.S., A.M.H.A.: Academic and Scholar Search Engines and Sources http://www.ScholarSearchEngines.com/ Bots, Blogs and News Aggregators http://www.BotsBlogs.com/ Business Intelligence Online Resources http://www.BIOnlineResources.info/ Cloud Computing Resources Primer http://www.zillman.us/white-papers/grid-distributed-and-cloud-computing-resourcesprimer/ Current Awareness Discovery Tools on the Internet http://www.zillman.us/white-papers/current-awareness-discovery-tools-on-the-internet/

43 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Deep Web Research and Discovery Resources 2015 Article - LLRX and Online White Paper http://zillman.blogspot.com/2015/01/llrx-deep-web-research-and-discovery.html http://DeepWeb.us/ eMarketing MiniGuide 2015 http://www.eMarketingMiniGuide.com/ eReference Library Link Toolkit http://www.eReferenceLibrary.com/ Financial Sources for the Family Office http://FinancialSourcesFamilyOffice.com/ Finding Experts By Using the Internet http://www.FindingExperts.info/ Finding People Resources and Sites http://www.FindingPeople.info/ Healthcare Bots and Subject Directories http://www.HealthcareBots.info/ Knowledge Discovery Resources 2015 http://www.KDResources.info/ New Economy Resources 2015 http://www.NewEconomyResources.com/ Online Research Browsers http://www.zillman.us/white-papers/online-research-browsers/ Online Research Tools http://www.OnlineResearchTools.info/ Online Social Networking http://www.OnlineSocialNetworking.info/ Searching the Internet http://www.SearchingTheInternet.info/

44 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Using the Internet As a Dynamic Resource Tool for Knowledge Discovery http://www.zillman.us/white-papers/using-the-internet-as-a-dynamic-resource-tool-forknowledge-discovery/ Web Data Extractors http://www.WebDataExtractors.com/ Web Guide for the New Economy http://www.WebGuideNewEconomy.com/ White Papers By Marcus P. Zillman, M.S., A.M.H.A. http://www.WhitePapers.us/ Internet Tutor by Marcus P. Zillman, M.S., A.M.H.A. http://www.InternetTutor.info/ Visit this site to learn about the availability of Marcus P. Zillman to tutor you or your associate one on one in the privacy of your residence or office on the latest happenings of the Internet including Internet basics to advanced Internet searching using bots and creating your own personal blog. Internet Speaking by Marcus P. Zillman, M.S., A.M.H.A. http://www.InternetSpeaker.net Visit this site to learn about Marcus P. Zillman’s speaking engagements for your organization meetings and events. View and listen to his previous presentations as well as his weekly television shows. Internet Consulting by Marcus P. Zillman, M.S., A.M.H.A. http://InternetConsultant.BlogSpot.com/ Visit this site to obtain information about obtaining the consultation services of Marcus P. Zillman for your company including eCommerce audits, utilization of bots, blogs and news aggregators or the creation of your own personal virtual private library powered by Subject Tracer™ Information bots! Current Awareness Monitors, Alerts and Information Traps http://www.ecurrentAwareness.com/ Marcus P. Zillman’s latest report Current Awareness Monitors, Alerts and Information Traps is available for purchase online and for immediate download. This report is a comprehensive listing of the latest resources, sources and sites for current awareness on the Internet. This is a must read for anyone who must stay current in their profession and/or business activity as the list of URLs will keep you at the leading edge of your career. 45 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

Market Intelligence Resources http://www.MarketIntelligenceResources.com/ Marcus P. Zillman’s just released professional Internet MiniGuide is titled Market Intelligence Resources and is available for purchase online and immediate download. This 193 page digital miniguide represents a comprehensive listing of the latest resources, sources and sites to discover the latest Market Intelligence sources available on the Internet with many of them freely available! Designed specifically for today’s entrepreneur, professional and/or investor. Entrepreneurial Links 101 http://www.EntrepreneurialLinks.com/ Marcus P. Zillman’s newly released 231 page eReference digital book for the up and coming entrepreneur. Entrepreneurial Links 101 gives an alphabetical listing of the very best Internet and World Wide Web sites covering Entrepreneur Resources, Business Intelligence Resources and an extremely comprehensive list of Online Research Tools. This is considered by many to be the entrepreneur’s bible for finding relevant and competent online resources! Internet Privacy and Security Resources http://www.InternetPrivacySecurity.net/ Marcus P. Zillman’s latest eReference digital publication is a selected comprehensive alphabetical listing of the latest resources and sites covering all aspects of privacy and security currently available over the Internet. From the board room to the family room, these resources and sites give you the information you need to maintain your privacy and security as you use the Internet in your business and personal life. Research Resources Online Guide http://www.ResearchResourcesOnline.net/ Marcus P. Zillman’s latest LinkSeries Publication is a 340 page digital guide of a selected comprehensive alphabetical listing of the latest and greatest resources and sites covering all areas of research that is currently available over the Internet. The guide covers online research resources and tools for the Newbie to research as well as the Seasoned researcher. Contents include: a) Research Resources, b) Research Tools, c) Student Research Resources Toolkit, d) Knowledge Discovery/Management and Data Mining Resources, e) Knowledge Discovery/Retrieval and the World Wide Web Resources, f) Business Intelligence Resources, g) Reference Resources, and h) Subject Tracer™ Information Blogs.

46 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

The Survivor’s Manual for The New Economy. http://www.NewEconomyManual.com/ Marcus P. Zillman’s latest LinkSeries Publication is a 239 page digital read that gives excellent resources and annotated sources for the new economy analytics, alerts, ecommerce, financial sources, invisible and deep web resources, social and business networking sources along with new economy competitive and business intelligence resources and an extremely comprehensive listing of new economy online tools.

47 Deep Web Research and Discovery Resources 2015 [Updated: February 1, 2015]

http://DeepWeb.us/ [emailprotected] eVoice: 800-858-1462 © 2005 - 2015 Marcus P. Zillman, M.S., A.M.H.A.

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