Implementing agglomerative hierarchic clustering algorithms for use in document retrieval
Information Processing and Management: an International Journal
Recent trends in hierarchic document clustering: a critical review
Information Processing and Management: an International Journal
Support for browsing in an intelligent text retrieval system
International Journal of Man-Machine Studies
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Automatic text processing: the transformation, analysis, and retrieval of information by computer
Classifying news stories using memory based reasoning
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
Scatter/Gather: a cluster-based approach to browsing large document collections
SIGIR '92 Proceedings of the 15th annual international ACM SIGIR conference on Research and development in information retrieval
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Document filtering with inference networks
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
A study of retrospective and on-line event detection
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
On-line new event detection and tracking
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Web document clustering: a feasibility demonstration
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Using a generalized instance set for automatic text categorization
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The use of MMR, diversity-based reranking for reordering documents and producing summaries
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Statistical Models for Text Segmentation
Machine Learning - Special issue on natural language learning
A re-examination of text categorization methods
Proceedings of the 22nd annual international ACM SIGIR conference on Research and development in information retrieval
An Evaluation of Statistical Approaches to Text Categorization
Information Retrieval
Second Text Retrieval Conference (TRE C-2) Proceedings
Second Text Retrieval Conference (TRE C-2) Proceedings
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Maximizing Text-Mining Performance
IEEE Intelligent Systems
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Text Categorization with Suport Vector Machines: Learning with Many Relevant Features
ECML '98 Proceedings of the 10th European Conference on Machine Learning
Improving text categorization methods for event tracking
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Theme-based retrieval of Web news (poster session)
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Topic detection and tracking in English and Chinese
IRAL '00 Proceedings of the fifth international workshop on on Information retrieval with Asian languages
ACM SIGKDD Explorations Newsletter
Intelligent information triage
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
Detection As Multi-Topic Tracking
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Clustering of Imperfect Transcripts Using a Novel Similarity Measure
Information Retrieval Techniques for Speech Applications [this book is based on the workshop “Information Retrieval Techniques for Speech Applications”, held as part of the 24th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in New Orleans, USA, in September 2001].
Building a Digital Library of Web News
ECDL '00 Proceedings of the 4th European Conference on Research and Advanced Technology for Digital Libraries
An On-Line Document Clustering Method Based on Forgetting Factors
ECDL '01 Proceedings of the 5th European Conference on Research and Advanced Technology for Digital Libraries
Web Engineering, Software Engineering and Web Application Development
Detecting emerging concepts in textual data mining
Computational information retrieval
New Generation Computing - Special issue on chance discovery
Topic detection and tracking
Simple Semantics in Topic Detection and Tracking
Information Retrieval
Event detection from online news documents for supporting environmental scanning
Decision Support Systems - Special issue: Knowledge management technique
Efficient Phrase-Based Document Indexing for Web Document Clustering
IEEE Transactions on Knowledge and Data Engineering
Event threading within news topics
Proceedings of the thirteenth ACM international conference on Information and knowledge management
Usefulness of temporal information automatically extracted from news articles for topic tracking
ACM Transactions on Asian Language Information Processing (TALIP)
Relevant Data Expansion for Learning Concept Drift from Sparsely Labeled Data
IEEE Transactions on Knowledge and Data Engineering
Topic Detection in the news domain
ISICT '04 Proceedings of the 2004 international symposium on Information and communication technologies
A server for real-time event tracking in news
HLT '01 Proceedings of the first international conference on Human language technology research
Topic detection based on dialogue history
COLING '02 Proceedings of the 19th international conference on Computational linguistics - Volume 1
Semantic language models for topic detection and tracking
NAACLstudent '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop - Volume 3
Investigations on event evolution in TDT
NAACLstudent '03 Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop - Volume 3
Parameter free bursty events detection in text streams
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Multi-document summarization by sentence extraction
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLPWorkshop on Automatic summarization - Volume 4
Topic detection based on dialogue history
S2S '02 Proceedings of the ACL-02 workshop on Speech-to-speech translation: algorithms and systems - Volume 7
Topic tracking with time granularity reasoning
ACM Transactions on Asian Language Information Processing (TALIP)
New event detection based on indexing-tree and named entity
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Time-dependent event hierarchy construction
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Video search reranking through random walk over document-level context graph
Proceedings of the 15th international conference on Multimedia
Finding and linking incidents in news
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Web video topic discovery and tracking via bipartite graph reinforcement model
Proceedings of the 17th international conference on World Wide Web
Event detection with common user interests
Proceedings of the 10th ACM workshop on Web information and data management
Mining the change of event trends for decision support in environmental scanning
Expert Systems with Applications: An International Journal
An online document clustering technique for short web contents
Pattern Recognition Letters
Multi-document summarization by sentence extraction
NAACL-ANLP-AutoSum '00 Proceedings of the 2000 NAACL-ANLP Workshop on Automatic Summarization
Discovering event episodes from news corpora: a temporal-based approach
Proceedings of the 11th International Conference on Electronic Commerce
Incremental Document Clustering Based on Graph Model
ADMA '09 Proceedings of the 5th International Conference on Advanced Data Mining and Applications
Cross-language linking of news stories on the web using interlingual topic modelling
Proceedings of the 2nd ACM workshop on Social web search and mining
Efficient approach for incremental Vietnamese document clustering
Proceedings of the eleventh international workshop on Web information and data management
Discovering event evolution graphs from news corpora
IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
A decision-tree-based symbolic rule induction system for text categorization
IBM Systems Journal
Detecting News Event from a Citizen Journalism Website Using Tags
AMT '09 Proceedings of the 5th International Conference on Active Media Technology
Tracking terrorism news threads by extracting eventsignatures
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Learning similarity metrics for event identification in social media
Proceedings of the third ACM international conference on Web search and data mining
New event detection and topic tracking in Turkish
Journal of the American Society for Information Science and Technology
Topic detection and tracking with spatio-temporal evidence
ECIR'03 Proceedings of the 25th European conference on IR research
Sentence-level event classification in unstructured texts
Information Retrieval
Term committee based event identification within news topics
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
A comparison of named entity patterns from a user analysis and a system analysis
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Connecting the dots between news articles
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Recommendation in Internet forums and blogs
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
User comments for news recommendation in forum-based social media
Information Sciences: an International Journal
Automatic topic detection with an incremental clustering algorithm
WISM'10 Proceedings of the 2010 international conference on Web information systems and mining
Mining news streams using cross-stream sequential patterns
RIAO '10 Adaptivity, Personalization and Fusion of Heterogeneous Information
Editorial: Classifying text streams by keywords using classifier ensemble
Data & Knowledge Engineering
Topic correlation and individual influence analysis in online forums
Expert Systems with Applications: An International Journal
Connecting Two (or Less) Dots: Discovering Structure in News Articles
ACM Transactions on Knowledge Discovery from Data (TKDD)
Tracing the event evolution of terror attacks from on-line news
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
Multi-document summarization for terrorism information extraction
ISI'06 Proceedings of the 4th IEEE international conference on Intelligence and Security Informatics
A unified framework for web video topic discovery and visualization
Pattern Recognition Letters
Dynamic pattern mining: an incremental data clustering approach
Journal on Data Semantics II
Applying CLIR techniques to event tracking
AIRS'04 Proceedings of the 2004 international conference on Asian Information Retrieval Technology
Impact of document structure on hierarchical summarization
ICADL'06 Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities
Nearest-neighbor-based approach to time-series classification
Decision Support Systems
Clustering-Based searching and navigation in an online news source
ECIR'06 Proceedings of the 28th European conference on Advances in Information Retrieval
Trains of thought: generating information maps
Proceedings of the 21st international conference on World Wide Web
Named entity patterns across news domains
FDIA'07 Proceedings of the 1st BCS IRSG conference on Future Directions in Information Access
Connecting the dots between news articles
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Keyword-propagation-based information enriching and noise removal for web news videos
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Evaluation of an interactive topic detection and tracking interface
Journal of Information Science
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Proceedings of the 21st ACM international conference on Information and knowledge management
Representations for multi-document event clustering
Data Mining and Knowledge Discovery
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Proceedings of the 22nd international conference on World Wide Web companion
Proceedings of the 22nd international conference on World Wide Web companion
Exploiting online social data in ontology learning for event tracking and emergency response
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Event identification in web social media through named entity recognition and topic modeling
Data & Knowledge Engineering
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This article studies the effective use of information-retrieval and machine-learning techniques in a new task, event detection and tracking. The objective is to automatically detect novel events from chronologically ordered streams of news stories and to track events of interest over time. The authors extended existing supervised-learning and unsupervised-clustering algorithms to allow document classification based on both the information content and temporal aspects of events.The authors conducted a task-oriented evaluation using Reuters and CNN news stories. They found that agglomerative document clustering is highly effective for retrospective event detection and that single-pass clustering with time windowing is a better choice for online alerting of novel events. For event tracking, k-nearest neighbor classification and a decision-tree approach demonstrated robust learning behavior, under the difficult condition where the number of positive training examples is extremely small.