Pivoted document length normalization
SIGIR '96 Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval
Threading electronic mail: a preliminary study
Information Processing and Management: an International Journal - Special issue: methods and tools for the automatic construction of hypertext
Experimentation as a way of life: Okapi at TREC
Information Processing and Management: an International Journal - The sixth text REtrieval conference (TREC-6)
Conversation trees and threaded chats
CSCW '00 Proceedings of the 2000 ACM conference on Computer supported cooperative work
A study of smoothing methods for language models applied to information retrieval
ACM Transactions on Information Systems (TOIS)
Indexing emails and email threads for retrieval
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Thread detection in dynamic text message streams
SIGIR '06 Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval
Incorporating non-local information into information extraction systems by Gibbs sampling
ACL '05 Proceedings of the 43rd Annual Meeting on Association for Computational Linguistics
Learning to detect conversation focus of threaded discussions
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Expertise networks in online communities: structure and algorithms
Proceedings of the 16th international conference on World Wide Web
Retrieval of discussions from enterprise mailing lists
SIGIR '07 Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval
Discovering authorities in question answer communities by using link analysis
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Using Question-Answer Pairs in Extractive Summarization of Email Conversations
CICLing '07 Proceedings of the 8th International Conference on Computational Linguistics and Intelligent Text Processing
A classification-based approach to question answering in discussion boards
Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
Email Conversations Reconstruction Based on Messages Threading for Multi-person
ETTANDGRS '08 Proceedings of the 2008 International Workshop on Education Technology and Training & 2008 International Workshop on Geoscience and Remote Sensing - Volume 01
Conversation detection in email systems
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Exploiting conversation structure in unsupervised topic segmentation for emails
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
Thread arcs: an email thread visualization
INFOVIS'03 Proceedings of the Ninth annual IEEE conference on Information visualization
Exploiting thread structures to improve smoothing of language models for forum post retrieval
ECIR'11 Proceedings of the 33rd European conference on Advances in information retrieval
Learning online discussion structures by conditional random fields
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Learning to Rank for Information Retrieval and Natural Language Processing
Learning to Rank for Information Retrieval and Natural Language Processing
Online community search using conversational structures
Information Retrieval
Conversations reconstruction in the social web
Proceedings of the 21st international conference companion on World Wide Web
Email pragmatics and automatic classification: A study in the organizational context
Journal of the American Society for Information Science and Technology
Conversation retrieval for microblogging sites
Information Retrieval
The structure of argument patterns on a social Q&A site
Journal of the American Society for Information Science and Technology
An Evolutionary-Based Method for Reconstructing Conversation Threads in Email Corpora
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
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An email conversation thread is defined as a topic-centric discussion unit that is composed of exchanged emails among the same group of people by reply or forwarding. Detecting conversation threads contained in email corpora can be beneficial for both humans to digest the content of discussions and automatic methods to extract useful information from the conversations. This research explores two new feature-enriched learning approaches, LExLinC and LExTreC, to reconstruct linear structure and tree structure of conversation threads in email data. In this work, some simplifying assumptions considered in previous methods for extracting conversation threads are relaxed, which makes the proposed methods more powerful in detecting real conversations. Additionally, the supervised nature of the proposed methods makes them adaptable to new environments by automatically adjusting the features and their weights. Experimental results show that the proposed methods are highly effective in detecting conversation threads and outperform the existing methods.