Searching distributed collections with inference networks
SIGIR '95 Proceedings of the 18th annual international ACM SIGIR conference on Research and development in information retrieval
Effective retrieval with distributed collections
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Methods for information server selection
ACM Transactions on Information Systems (TOIS)
Automatic discovery of language models for text databases
SIGMOD '99 Proceedings of the 1999 ACM SIGMOD international conference on Management of data
Finding information on the World Wide Web: the retrieval effectiveness of search engines
Information Processing and Management: an International Journal
Comparing the performance of database selection algorithms
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
Results and challenges in Web search evaluation
WWW '99 Proceedings of the eighth international conference on World Wide Web
First 20 precision among World Wide Web search services (search engines)
Journal of the American Society for Information Science
GlOSS: text-source discovery over the Internet
ACM Transactions on Database Systems (TODS)
Server selection on the World Wide Web
DL '00 Proceedings of the fifth ACM conference on Digital libraries
Real life, real users, and real needs: a study and analysis of user queries on the web
Information Processing and Management: an International Journal
Searching the Web: the public and their queries
Journal of the American Society for Information Science and Technology
PERSIVAL demo: categorizing hidden-web resources
Proceedings of the 1st ACM/IEEE-CS joint conference on Digital libraries
Query-based sampling of text databases
ACM Transactions on Information Systems (TOIS)
Automatic evaluation of world wide web search services
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
Discovering the representative of a search engine
Proceedings of the eleventh international conference on Information and knowledge management
Measuring Search Engine Quality
Information Retrieval
Ontology Learning for the Semantic Web
IEEE Intelligent Systems
QProber: A system for automatic classification of hidden-Web databases
ACM Transactions on Information Systems (TOIS)
Generalizing GlOSS to Vector-Space Databases and Broker Hierarchies
VLDB '95 Proceedings of the 21th International Conference on Very Large Data Bases
Automatic Classification of Text Databases Through Query Probing
Selected papers from the Third International Workshop WebDB 2000 on The World Wide Web and Databases
A Comparison of Techniques for Selecting Text Collections
ADC '00 Proceedings of the Australasian Database Conference
Estimating the Usefulness of Search Engines
ICDE '99 Proceedings of the 15th International Conference on Data Engineering
Using manually-built web directories for automatic evaluation of known-item retrieval
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Applying Inference Networks for Multiple Collection Searching
Applying Inference Networks for Multiple Collection Searching
Corelex: systematic polysemy and underspecification
Corelex: systematic polysemy and underspecification
Web Based Collection Selection Using Singular Value Decomposition
WI '03 Proceedings of the 2003 IEEE/WIC International Conference on Web Intelligence
Agents handling annotation distribution in a corporate semantic web
Web Intelligence and Agent Systems
Ontology-based personalized search and browsing
Web Intelligence and Agent Systems
Capturing Evolving Patterns for Ontology-based Web Mining
WI '04 Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence
Server selection methods in hybrid portal search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Modeling search engine effectiveness for federated search
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Learning from parsed sentences with INTHELEX
ConLL '00 Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7
Mining Ontology for Automatically Acquiring Web User Information Needs
IEEE Transactions on Knowledge and Data Engineering
Information-need driven query refinement
Web Intelligence and Agent Systems
Large Scale Analysis of Search Engine Content
Proceedings of the 2006 conference on Advances in Intelligent IT: Active Media Technology 2006
A knowledge retrieval model using ontology mining and user profiling
Integrated Computer-Aided Engineering
An Ontology-Based Framework for Knowledge Retrieval
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Identifying document topics using the Wikipedia category network
Web Intelligence and Agent Systems
A User Profiles Acquiring Approach Using Pseudo-Relevance Feedback
RSKT '09 Proceedings of the 4th International Conference on Rough Sets and Knowledge Technology
Concept-Based, Personalized Web Information Gathering: A Survey
KSEM '09 Proceedings of the 3rd International Conference on Knowledge Science, Engineering and Management
Multiple criteria programming models for VIP E-Mail behavior analysis
Web Intelligence and Agent Systems
Application of rough ensemble classifier to web services categorization and focused crawling
Web Intelligence and Agent Systems
Ontology mining for semantic interpretation of information needs
KSEM'07 Proceedings of the 2nd international conference on Knowledge science, engineering and management
Ontology based web mining for information gathering
WImBI'06 Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics
A knowledge-based model using ontologies for personalized web information gathering
Web Intelligence and Agent Systems
Formal semantics-preserving translation from fuzzy ER model to fuzzy OWL DL ontology
Web Intelligence and Agent Systems
Adopting relevance feature to learn personalized ontologies
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
Personalized recommender systems integrating tags and item taxonomy
Web Intelligence and Agent Systems
Web Intelligence and Agent Systems
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Little is known about the content of the major search engines. We present an automatic learning method which trains an ontology with world knowledge of hundreds of different subjects in a three-level taxonomy covering the documents offered in our university library. We then mine this ontology to find important classification rules, and then use these rules to perform an extensive analysis of the content of the largest general purpose internet search engines in use today. Instead of representing documents and collections as a set of terms, we represent them as a set of subjects, which is a highly efficient representation, leading to a more robust representation of information and a decrease of synonymy.