Statistical Models for Text Segmentation
Machine Learning - Special issue on natural language learning
Extracting significant time varying features from text
Proceedings of the eighth international conference on Information and knowledge management
Automatic generation of overview timelines
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
Event tracking based on domain dependency
SIGIR '00 Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval
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
First story detection in TDT is hard
Proceedings of the ninth international conference on Information and knowledge management
Temporal summaries of new topics
Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval
ECDL '97 Proceedings of the First European Conference on Research and Advanced Technology for Digital Libraries
An evaluation corpus for temporal summarization
HLT '01 Proceedings of the first international conference on Human language technology research
Mandarin-English Information (MEI): investigating translingual speech retrieval
HLT '01 Proceedings of the first international conference on Human language technology research
Detecting Regulator-Target Gene Pairs from Expression Profile of Microarray
FBIT '07 Proceedings of the 2007 Frontiers in the Convergence of Bioscience and Information Technologies
Retrieval and novelty detection at the sentence level
Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval
Simple Semantics in Topic Detection and Tracking
Information Retrieval
A month to topic detection and tracking in Hindi
ACM Transactions on Asian Language Information Processing (TALIP)
Language-specific models in multilingual topic tracking
Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval
Usefulness of temporal information automatically extracted from news articles for topic tracking
ACM Transactions on Asian Language Information Processing (TALIP)
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
Expanding the taxonomies of bibliographic archives with persistent long-term themes
Proceedings of the 2006 ACM symposium on Applied computing
Representing documents with named entities for story link detection (SLD)
CIKM '06 Proceedings of the 15th ACM international conference on Information and knowledge management
Use of place information for improved event tracking
Information Processing and Management: an International Journal - Special issue: AIRS2005: Information retrieval research in Asia
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
Topic taxonomy adaptation for group profiling
ACM Transactions on Knowledge Discovery from Data (TKDD)
Opinion Mining and Sentiment Analysis
Foundations and Trends in Information Retrieval
Translation enhancement: a new relevance feedback method for cross-language information retrieval
Proceedings of the 17th ACM conference on Information and knowledge management
Temporal feature modification for retrospective categorization
FeatureEng '05 Proceedings of the ACL Workshop on Feature Engineering for Machine Learning in Natural Language Processing
Using clustering methods for discovering event structures
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 3
Incident threading for news passages
Proceedings of the 18th ACM conference on Information and knowledge management
Using metadata for query refinement and recommendation
DCMI '09 Proceedings of the 2009 International Conference on Dublin Core and Metadata Applications
Design of an Interface for Interactive Topic Detection and Tracking
FQAS '09 Proceedings of the 8th International Conference on Flexible Query Answering Systems
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
Proceedings of the 2007 conference on Human interface: Part II
Improved IR in cohesion model for link detection system
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Story link detection based on event model with uneven SVM
AIRS'08 Proceedings of the 4th Asia information retrieval conference on Information retrieval technology
Entity network prediction using multitype topic models
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Collaborative topic tracking in an enterprise environment
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Structure-aware topic clustering in social media
Proceedings of the 10th ACM symposium on Document engineering
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Topic detection and organization of mobile text messages
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Enhancing query translation with relevance feedback in translingual information retrieval
Information Processing and Management: an International Journal
A word at a time: computing word relatedness using temporal semantic analysis
Proceedings of the 20th international conference on World wide web
Topic chains for understanding a news corpus
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Learning latent variable models from distributed and abstracted data
Information Sciences: an International Journal
Double-pass clustering technique for multilingual document collections
Journal of Information Science
ImpactWheel: Visual Analysis of the Impact of Online News
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Feeding the world: a comprehensive dataset and analysis of a real world snapshot of web feeds
Proceedings of the 13th International Conference on Information Integration and Web-based Applications and Services
Effective use of place information for event tracking
AIRS'05 Proceedings of the Second Asia conference on Asia Information Retrieval Technology
Discovering emerging topics in unlabelled text collections
ADBIS'06 Proceedings of the 10th East European conference on Advances in Databases and Information Systems
Towards automatic detection and tracking of topic change
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Causal relation detection for activities from heterogeneous sources
ICWE'11 Proceedings of the 11th international conference on Current Trends in Web Engineering
Arabic news: topic and novelty detection
Proceedings of the 3rd International Conference on Information and Communication Systems
A wikipedia based semantic graph model for topic tracking in blogosphere
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
In & out zooming on time-aware user/tag clusters
Journal of Intelligent Information Systems
LODifier: generating linked data from unstructured text
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
Harnessing the crowds for smart city sensing
Proceedings of the 1st international workshop on Multimodal crowd sensing
Generating event storylines from microblogs
Proceedings of the 21st ACM international conference on Information and knowledge management
Content-based crowd retrieval on the real-time web
Proceedings of the 21st ACM international conference on Information and knowledge management
RssE-Miner: a new approach for efficient events mining from social media RSS feeds
DaWaK'12 Proceedings of the 14th international conference on Data Warehousing and Knowledge Discovery
ASV monitor: creating comparability of machine learning methods for content analysis
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Folktale classification using learning to rank
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Exploiting time in automatic image tagging
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Event detection and trending in multiple social networking sites
Proceedings of the 16th Communications & Networking Symposium
Analysis and forecasting of trending topics in online media streams
Proceedings of the 21st ACM international conference on Multimedia
Lead-lag analysis via sparse co-projection in correlated text streams
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Exploring the technical challenges of large-scale lifelogging
Proceedings of the 4th International SenseCam & Pervasive Imaging Conference
| Hi-index | 0.00 |
The Topic Detection and Tracking (TDT) research program has been running for five years, starting with a pilot study and including yearly open and competitive evaluations since then. In this chapter we define the basic concepts of TDT and provide historical context for the concepts. In describing the various TDT evaluation tasks and workshops, we provide an overview of the technical approaches that have been used and that have succeeded.