Knowledge Discovery Resources 2014 – An Internet Annotated Link Dataset Compilation

This Internet Annotated Link Dataset Compilation is dedicated to the latest and most competent resources for knowledge discovery available over the Internet. With the constant addition of new and pertinent information coming online every second it is very easy to go into information overload. The true key is to be able to find the important knowledge discovery resources and sites both in the visible and invisible World Wide Web. The following selected knowledge discovery resources and sites offer excellent knowledge and information discovery sources to help you accomplish your research goals!

ACM SIGKDD: Current Explorations Issue
Explorations is published twice yearly, in June/July and in December/January each year. The newsletter is distributed in hardcopy form to all members of the ACM SIGKDD. It is also sent to ACM’s network of libraries. Online versions are available on the web free to the general public. Their goal is to make the SIGKDD Newsletter an informative, rapid means of publication and dynamic forum for communication with the Knowledge Discovery and Data Mining community.

Advanced Knowledge Technologies
The Advanced Knowledge Technologies (AKT) project aims to develop and extend a range of technologies providing integrated methods and services for the capture, modelling, publishing, reuse and management of knowledge. AKT is a multi-million pound, six year collaboration between internationally recognized research groups at the Universities of Aberdeen, Edinburgh, the Open University, Sheffield and South Hampton.

BAYESIA: Bayesian Networks and Data Mining Tool
The Bayesian Network approach merges and supersedes existing approaches coming from Artificial Intelligence and Data Mining, both symbolic and statistical ones. Bayesian Networks are rigorously justified, provide a distributed knowledge representation, and are as understandable as a rule base. They deal particularly well with uncertainty, and they can be manually generated by consultation of an expert, or inductively built by machine learning.

Bibliomining Information Center Data Mining for Libraries
The basic definition is “data mining for libraries.” For years, bibliometrics has been used to track patterns in authorship, citation, etc. Today, there are many more tools available for discovering similar patterns in complex datasets from data mining and statistics. In addition, tools from management science such as Online Analytical Processing (OLAP) can be used to explore the data for patterns. Therefore, a more complex definition is: Bibliomining is the combination of data mining, bibliometrics, statistics, and reporting tools used to extract patterns of behavior-based artifacts from library systems. Note: this site has ceased updating, and can help only in locating classic works in the field.

Creative Commons RDF-Enhanced Search
This search engine will help you find photos, music, text, books, educational material, and more that is free to share or build upon. Copyright applies fully and automatically to any work. a photograph, a song, a web page, an article, pretty much any form of expression, the moment it is created. This means that if you want to copy and re-use a creative work you find online, you usually have to ask the author’s permission. This “all rights reserved” protection is good thing for many authors and artists. But what about those who want you to use their work freely without permission — but on certain conditions? This search engine helps you quickly find those authors and the work they have marked as free to use with only “some rights reserved.” If you respect the rights they have reserved (which will be clearly marked, as you’ll see) then you can use the work without having to contact them and ask. In some cases, you may even find work in the public domain — that is, free for any use with “no rights reserved.”

Conceptual Graphs
Conceptual graphs (CGs) are a system of logic based on the existential graphs of Charles Sanders Peirce and the semantic networks of artificial intelligence. They express meaning in a form that is logically precise, humanly readable, and computationally tractable. With their direct mapping to language, conceptual graphs serve as an intermediate language for translating computer-oriented formalisms to and from natural languages. With their graphic representation, they serve as a readable, but formal design and specification language. CGs have been implemented in a variety of projects for information retrieval, database design, expert systems, and natural language processing.

Data Mining Resources
A Subject Tracer(TM) Information Blog developed and created by Internet expert, author, keynote speaker and consultant Marcus P. Zillman, M.S., A.M.H.A. for monitoring data mining resources and sites on the Internet.

Data Mining : White Papers, Webcasts and Product Information
Research the latest Data Mining technologies, tools and techniques. Read white papers, case studies, webcasts and product information from multiple vendors .

Deep Web Research and Discovery Resources 2014
Web search guru Marcus P. Zillman’s guide extensively documents resources that include articles, books, websites, presentations, search engines, and technology applications that facilitate the challenging task of accessing information, published in many formats, that encompass the hundreds of millions of pages comprising the “deep web.”

Explore Open Archives
This site lists and comments on other lists of individual open archives. This list and its categorisation gives a broad overview of the structure, size and progress of full-text open access eprint archives. This list will be maintained and updated as far as is possible, and is intended to assist further quantitative research on the open access eprint phenomenon for those who want to measure the growth and quality of open access eprint archives.

GMDH – Group Method of Data Handling
Group Method of Data Handling was applied in a great variety of areas for data mining and knowledge discovery, forecasting and systems modeling, optimization and pattern recognition. Inductive GMDH algorithms give possibility to find automatically interrelations in data, to select optimal structure of model or network and to increase the accuracy of existing algorithms. This original self-organizing approach is substantially different from deductive methods used commonly for modeling. It has inductive nature – it finds the best solution by sorting-out of possible variants.

Gurteen Knowledge Website
This site acts as a gateway Knowledge Management, Learning, Thinking, Creativity, Personal Mastery; Personal Knowledge Management and the effective use of Technology. The site has been created by and maintained by David Gurteen an UK-based knowledge consultant.

IBM Research – Knowledge Discovery & Data Mining (KDD)
IBM Research has been at the forefront of the exciting new area of Knowledge Discovery & Data Mining (KDD) from the very beginning. Key advances in robust and scalable data mining, methods for fast pattern detection from very large databases, text and web mining, and innovative business intelligence applications have come from our research laboratories. Links to their current projects as well as KDD links are available from this site.

International Workshop on Peer-to-Peer Knowledge Management (P2PKM)
The P2PKM workshop is intended to serve as an active forum for researchers and practitioners, where they will have the possibility to exchange and discuss novel ideas, research results and experiences, laying in the intersection of the P2P, Knowledge Management (KM), Semantic Web, databases, pervasive computing, agents, as well as other related fields.

ITtoolbox Knowledge Management – Knowledge Management Information and Tools
A comprehensive site for Knowledge Management and Discovery Resources including browse by type of content: Blogs, FAQs, Groups, Jobs, News, Peer Publishing, PR, Research and White Papers. Also available browse by Knowledge Management Topic: Business Intelligence, Business Strategy/Planning, Communication/Collaboration, Data Warehousing, Document/Content Management, e-Learning, Enterprise Portals, General Knowledge management, KM Career, Knowledge Transfer, and Packaged KM Suites.

KBL(sm): A Registry of Library Knowledge Bases
Library-created or library-related Knowledge Bases. A Knowledge Base / Knowledgebase may be defined as a database with a focus on empirical or practical knowledge. In recent years, Knowledge bases have become common components for many businesses and services.

KDD-2014 – The 20th Annual ACM SIGKDD International Conference on Knowledge Discovery and Data Mining
KDD-2014 will continue the tradition and its technical program will feature the research track, the applications track, the industry practice track, the KDD Cup competition, workshops, tutorials, oral presentations, keynotes, poster sessions, panels, exhibits, demonstrations, and much more. The theme of KDD-2014 will be around “using big data for the social good” and will be showcased in a special track. KDD-2014 will run from August 24 – 27, 2014 in New York, USA and will feature hundreds of practitioners and academic data miners converging on the one location.

KDnuggets: Data Mining, Web Mining, and Knowledge Discovery Guide is the leading source of information on Data Mining, Web Mining, Knowledge Discovery, and Decision Support Topics, including News, Software, Solutions, Companies, Jobs, Courses, Meetings, Publications, and more. KDnuggets News has been widely recognized as the leading newsletter on Data Mining and Knowledge Discovery.

A resource covering site, resources, communities and related information about the relationship between blogs and knowledge management and knowledge discovery.

Knowledge Discovery
A Subject Tracer(TM) Information Blog developed and created by Internet expert, author, keynote speaker and consultant Marcus P. Zillman, M.S., A.M.H.A. for monitoring knowledge discovery resources and sites on the Internet.

Knowledge Management Research Center – CIO
Making the most of intellectual capital. Topics in the Knowledge Management Research Center include: 1) Overview, 2) Strategy, 3) Process, 4) Measurement, 5) Technology, 6) Portal and Collaboration, 7) In the Know, 8) Case Studies, 9) Metrics, 10) CIO Radio, 11) Q&A, 12) Books, 13) Events, and 14) Newsletters. A comprehensive research center presented and updated by CIO.

Linguistic Tools for Knowledge Discovery
The gaps between subject and functional boundaries are one of the best sources of breakthrough innovation. Yet for a variety of reasons — managerial, technical, and editorial — it’s often difficult to exploit them. In this article they use an example from their own research and experience to show how linguistic tools such as thesauri, glossaries, and navigation schemes can promote knowledge discovery by exposing potential linkages between seemingly unrelated subjects.

my Knowledge Explorer (mKE) and the mKR Language
my Knowledge Explorer (MKE) is an interactive tool for organizing knowledge. It helps the user to record, change and search knowledge, and provides extensive error checking to ensure the internal consistency of the knowledge. Interaction with mKE uses the mKR language. mKR is a very-high-level knowledge representation language with simple English-like statements, questions and commands, plus UNIX-shell-like variables, methods and control structures.

Megaputer Intelligence – Data Mining and Text Mining Software
Megaputer Intelligence Inc., a Delaware corporation established in May of 1997, is a leading developer and distributor of advanced software tools for data mining, text mining, and intelligent e-commerce personalization. Their tools help reveal knowledge hidden in data. They add intelligence and insight to every step of the business decision-making process. The mission of Megaputer is to provide customers around the world with top quality software tools for transforming raw data into knowledge and facilitating better business decisions.

Open Directory – Knowledge Discovery
A listing pf knowledge discovery resources broken into the following categories: 1) Books, 2) Business and Companies, 3) Magazine and eZines, 4) Organizations, 5) Software, 6) Data Mining, 7) Information Visualization, 8) OLAP, and 9) Text Mining.

PEPITe is a company specialized in intelligent data exploration and knowledge extraction techniques. PEPITe sells Knowledge Discovery in Databases (KDD) solutions. These solutions combine software modules and services. PEPITe offers a complete range of services and products dedicated to industrial Data Mining (DM) applications.

STATISTICA – Data Mining, Data Analysis, Quality Control, and Web Analytics Software
StatSoft’s flagship product line is the STATISTICA suite of analytics software products. STATISTICA provides the most comprehensive array of data analysis, data management, data visualization and data mining procedures. Its techniques include the widest selection of predictive modeling, clustering, classification and exploratory techniques in one software platform. Ideal for the knowledge discovery starter kit ….

The Data Mine
The Data Mine was launched in April 1994, to provide information about DataMining (AKA KnowledgeDiscoveryInDatabases or KDD). There are 6 seperate DataMining topic areas (known as “webs”), each with an index. You could also start with the IntroductionToDataMining. Popular pages include: OnLine Analytical Processing (OLAP) , Data Mining Journals, Data Mining Tutorials, Data Sources. Topic areas include: Data Mining Software, Data Mining Index, Data Mining General/Misc, People Working in Data Mining, and Data Mining Companies and Organizations.

The Protege Project
Protege is an ontology editor and a knowledge-base editor. Protege is also an open-source, Java tool that provides an extensible architecture for the creation of customized knowledge-based applications. Protege’s OWL Plug-in now provides support for editing Semantic Web ontologies.

Visual Analytics – VisuaLinks, Link Analysis, Data Mining Software
VisuaLinks(R) is a platform-independent, graphical analysis tool used to discover patterns, trends, associations and hidden networks in any number and type of data sources. VisuaLinks presents data graphically uncovering underlying relationships and patterns. VisuaLinks addresses the entire analytical process – from access and integration to presentation and reporting – providing a single and complete solution to a broad range of data analysis needs.

WikiPedia – Knowledge Discovery
Knowledge discovery describes the process of automatically searching large volumes of data for patterns that can be considered knowledge about the data. It is often described as deriving knowledge from the input data. Knowledge discovery developed out of the Data mining domain, and is closely related to it both in terms of methodology and terminology. The most well-known branch of data mining is knowledge discovery, also known as Knowledge Discovery in Databases (KDD). Just as many other forms of knowledge discovery it creates abstractions of the input data. The knowledge obtained through the process may become additional data that can be used for further usage and discovery.

UCI Knowledge Discovery in Databases Archive
This is an online repository of large data sets which encompasses a wide variety of data types, analysis tasks, and application areas. The primary role of this repository is to enable researchers in knowledge discovery and data mining to scale existing and future data analysis algorithms to very large and complex data sets. The archive is intended to serve as a permanent repository of publicly-accessible data sets for research in KDD and data mining. Note: This web page is no longer maintained as of July, 2009.

Knowledge Discovery/Management and Data Mining

Academic and Scholar Search Engines and Sources

Academic Earth – Thousands of Video Lectures From the World’s Top Scholars

ACM SIGKDD: Current Explorations Issue

Advanced Knowledge Technologies Managing Knowledge : A Practical Web-Based Approach

Ambient Intelligence: Changing Forms of Human-Computer Interaction and their Social Implications by Mahesh S. Raisinghani*, Ally Benoit, Jianchun Ding, Maria Gomez, Kanak Gupta, Victor Gusila, Daniel Power and Oliver Schmedding

BAYESIA: Bayesian Networks and Data Mining Tool

Bibliomining Information Center

BLIASoft Knowledge Discovery – Business Technology – Information Economy – Knowledge Management

Center for Automated Learning and Discovery

ChangeThis – A New Media

Citizendium – Free Comprehensive and Reliable Repository of Structured Knowledge

ClearStory Data – Now You Can See It

Conzilla – Concept Browser

Creative Commons RDF-Enhanced Search

Context Discovery – Text Summarization and Knowledge Discovery Tool

DataFerrett – Data Mining Tool

Data Mining and Knowledge Discovery

Data Mining and Knowledge Discovery in Databases

Data Mining Resources

Data Mining : White Papers, Webcasts and Product Information

DBpedia Knowledge Base

Deep Web Research and Discovery Resources 2014

Explore Open Archives

Framework for Knowledge Creation – Presentation

Free Knowledge Management Software

GMDH – Group Method of Data Handling

Gurteen Knowledge Website

IBM Research – Knowledge Discovery & Data Mining

IET Discover

Information Retrieval Intelligence

Insead Knowledge

Intellexer – Custom Built Search Engines, Knowledge Management Tools, Natural Language Processing

Interdisciplinary Journal of Information, Knowledge, and Management

Interdisciplinary Journal of Knowledge and Learning Objects

International Conference on Knowledge Management (ICKM)

International Journal of Knowledge and Learning (IJKL)

International Journal of Knowledge-Based and Intelligent Engineering Systems

International Journal of Knowledge Management (IJKM)

International Journal of Knowledge Management Studies (IJKMS)

International Workshop on Peer-to-Peer Knowledge Management (P2PKM)

KANA — Knowledge Management

KBL(sm): A Registry of Library Knowledge Bases

KDD-2012: The 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining in Beijing, China, August 12-16, 2012

KDD-2013: The 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining in Chicago, Illinois, USA August 11-14, 2013

KDD-2014: The 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining in New York City, New York, USA August 24-27, 2013

KDnuggets: Data Mining, Web Mining, and Knowledge Discovery Guide

KM4d – Open Access, Peer-Reviewed, On Knowledge Management In Development


KMCI – The New Knowledge Management



Knowledge and Distributed Intelligence

Knowledge at Wharton

Knowledge Connections Website

Knowledge Discovery Laboratory

Knowledge Discovery Resources 2012

Knowledge Discovery Resources 2014

Knowledge Ecology International (KEI)

KnowledgeForge – Digital Open Knowledge Community

Knowledge Management Blog

Knowledge Management Is a Business Imperative

Knowledge Management Knowledge Base

Knowledge Management/Knowledge Base Software

Knowledge Management Research and Practice (KMRP)

Knowledge Management Toolkit (paid product)

Knowledge Nurture

KnowledgeTree(TM) – Make Documents Matter

Linguistic Tools for Knowledge Discovery

LLRX: Deep Web Research and Discovery Resources 2013

LLRX – Knowledge Discovery Resources 2012

LLRX — Knowledge Management: A Bibliographic Resource

London Knowledge Lab

M2K (Music-to-Knowledge)Toolkit

Megaputer Intelligence

Memonic – Knowledge Management Curation Tool

Mimas – Organization of Experts Powering Knowledge

MIT Center for Collective Intelligence

NodeXL – Network Overview, Discovery and Exploration for Excel

OpenClinical – Knowledge Management for Healthcare

Open Graph Viz Platform – Exploratory Data Analysis

OpenKM – Knowledge Management

Open Knowledge Definition (OKD) – Defining the Open in Open Data, Open Content and Open Information

Open Knowledge Foundation


Personal Knowledge Management (PKM)

Public Knowledge Project (PKP)

Resource Discovery iKit

Semantic Knowledge Technologies and Language Computation

SIGKDD Explorations

Software Suites for Data Mining, Analytics, and Knowledge Discovery

Stack Exchange – Expert Knowledge Exchange

STATISTICA – Data Mining, Data Analysis, Quality Control, and Web Analytics Software

Team Knowledge Management: A Computer-Mediated Approach – A Knowledge Ability White Paper

The Brain – Visual Information Management

The Data Mine

The Protege Project

Thinkery – Your brain Organized

Tools for Collaborative Knowledge Management Over Network

Transactions On Knowledge Discovery from Data

UCI Machine Learning Repository Content Summary

Uncovering Epistemological and Ontological Assumptions of Software Designers

WikiPedia – Knowledge Discovery

Wikidata – Free Knowledge Base That Anyone Can Edit

Knowledge Discovery/Retrieval and the World Wide Web

Advanced Knowledge Technologies (AKT)

Bloomfire – Simplest Way To Spread Knowledge

Cirilab Knowledge Generation Engine(TM) (KGE)

Creative Commons RDF-Enhanced Search – Ranking and Mapping Scientific Knowledge

Electronic Journal of Knowledge Management (EJKM)

Go-Geo! – Geo-Spatial Datasets and Related Resources

Harvest Information Discovery and Access System

International Journal of Knowledge and Web Intelligence

Knowledge Blocks – Turn What You Know Into Knowledge You Can Use

Knowledge Interchange Format (KIF)

Knowledgespeak – STM Publishing News from Scope eKnowledge Center

OntoBroker and Related Initiatives for the Semantic Web

Ontosaurus: Loom Web Browser

Primal – Your Interest Network

RDF: Resource Description Framework – Interlinking the Web of Data

Science360 Knowledge Network

Sciweavers – Academic Bookmarking Network Aggregates Links to Research Papers Preprints

Sindice – The Semantic Web Index

Surfulater – Software for Internet Research and Web Information Management

The Klearinghouse: An Inventory of Knowledge Technologies

The Lemur Toolkit – Language Modeling and Information Retrieval Research

THEMEEFY – Discover, Curate, Compile and Publish Knowledge from the Web

The New Knowledge Management: What Does A Collaborative Content Hub Look Like

ThoughtMesh – Publishing and Discovering Scholarly Papers Online

Trapit – Content Curation

Universal Data Element Framework (UDEF)

Video Lectures – Exchange Ideas and Share Knowledge

Visual Analytics – VisuaLinks, Link Analysis, Data Mining Software

Visual Programming Languages Bibliography: A Branch of the Visual Language Research Bibliography

Web Information Retrieval/Natural Language Processing Group (WING)

Web IR & IE

World Bank Open Knowledge Repository (OKR)

YourVersion – Real Time Discovery Engine of Relevant Content for Your Personal Interests

Posted in: Business Research, Internet Trends, Legal Technology, Libraries & Librarians, Library Software & Technology, Reference Services, Search Engines, Search Strategies, Technology Trends, Wiki