Algorithms for clustering data
Algorithms for clustering data
Dynamic reference sifting: a case study in the homepage domain
Selected papers from the sixth international conference on World Wide Web
Focused crawling: a new approach to topic-specific Web resource discovery
WWW '99 Proceedings of the eighth international conference on World Wide Web
Proceedings of the 2nd ACM/IEEE-CS joint conference on Digital libraries
A Machine Learning Approach to Building Domain-Specific Search Engines
IJCAI '99 Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence
Interactive deduplication using active learning
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning domain-independent string transformation weights for high accuracy object identification
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Learning to match and cluster large high-dimensional data sets for data integration
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
Improving Category Specific Web Search by Learning Query Modifications
SAINT '01 Proceedings of the 2001 Symposium on Applications and the Internet (SAINT 2001)
Domain-Specific Web Search with Keyword Spices
IEEE Transactions on Knowledge and Data Engineering
Adaptive duplicate detection using learnable string similarity measures
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Two supervised learning approaches for name disambiguation in author citations
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
Grouping search-engine returned citations for person-name queries
Proceedings of the 6th annual ACM international workshop on Web information and data management
Disambiguating Web appearances of people in a social network
WWW '05 Proceedings of the 14th international conference on World Wide Web
Object-level ranking: bringing order to Web objects
WWW '05 Proceedings of the 14th international conference on World Wide Web
Person resolution in person search results: WebHawk
Proceedings of the 14th ACM international conference on Information and knowledge management
Unsupervised personal name disambiguation
CONLL '03 Proceedings of the seventh conference on Natural language learning at HLT-NAACL 2003 - Volume 4
Adaptive Name Matching in Information Integration
IEEE Intelligent Systems
Conceptual Modeling for Traditional and Spatio-Temporal Applications: The MADS Approach
Conceptual Modeling for Traditional and Spatio-Temporal Applications: The MADS Approach
Proceedings of the 16th international conference on World Wide Web
Creating personal histories from the web using namesake disambiguation and event extraction
ICWE'07 Proceedings of the 7th international conference on Web engineering
Meta-search based web resource discovery for object-level vertical search
WISE'06 Proceedings of the 7th international conference on Web Information Systems
Learning a distance metric for object identification without human supervision
PKDD'06 Proceedings of the 10th European conference on Principle and Practice of Knowledge Discovery in Databases
Trustworthiness analysis of web search results
ECDL'07 Proceedings of the 11th European conference on Research and Advanced Technology for Digital Libraries
Automatic Detection of Terminology Evolution
OTM '09 Proceedings of the Confederated International Workshops and Posters on On the Move to Meaningful Internet Systems: ADI, CAMS, EI2N, ISDE, IWSSA, MONET, OnToContent, ODIS, ORM, OTM Academy, SWWS, SEMELS, Beyond SAWSDL, and COMBEK 2009
Extraction and geographical navigation of important historical events in the web
W2GIS'11 Proceedings of the 10th international conference on Web and wireless geographical information systems
Proceedings of the 22nd ACM conference on Hypertext and hypermedia
Detecting and exploiting stability in evolving heterogeneous information spaces
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Linkage of compound objects for supporting maintenance of large-scale web sites
Proceedings of the 8th International Conference on Ubiquitous Information Management and Communication
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We have developed a method for determining whether data found on the Web are for the same or different objects that takes into account the possibility of changes in their attribute values over time. Specifically, we estimate the probability that observed data were generated for the same object that has undergone changes in its attribute values over time and the probability that the data are for different objects, and we define similarities between observed data using these probabilities. By giving a specific form to the distributions of time-varying attributes, we can calculate the similarity between given data and identify objects by using agglomerative clustering on the basis of the similarity. Experiments in which we compared identification accuracies between our proposed method and a method that regards all attribute values as constant showed that the proposed method improves the precision and recall of object identification.