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Books > Computing & IT > General theory of computing
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Web Forum Retrieval and Text Analytics (Paperback)
Loot Price: R2,293
Discovery Miles 22 930
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Web Forum Retrieval and Text Analytics (Paperback)
Series: Foundations and Trends in Information Retrieval
Expected to ship within 10 - 15 working days
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Web Forum Retrieval and Text Analytics: A Survey presents an
overview of information retrieval, natural language processing and
machine learning research that makes use of forum data, including
both discussion forums and community question-answering (cQA)
archives. The focus is on automated analysis, with the goal of
providing the reader with a better understanding of the data and
its users. It discusses the different strategies used for both
retrieval tasks (post retrieval, question retrieval, and answer
retrieval) and classification tasks (post type classification,
question classification, post quality assessment, subjectivity, and
viewpoint classification) at the post level, as well as at the
thread level (thread retrieval, solvedness and task orientation,
discourse structure recovery and dialogue act tagging, QA-pair
extraction, and thread summarisation). It also reviews work on
forum users, including user satisfaction, expert finding, question
recommendation and routing, and community analysis. Web Forum
Retrieval and Text Analytics: A Survey includes a brief history of
forums, an overview of the different kinds of forums, a summary of
publicly available datasets for forum research, and a short
discussion on the evaluation of retrieval tasks using forum data.
Covering 450 papers, it provides the reader with a broad overview
of the different kinds of forum research, a summary of the methods
that have been applied, some insights into successful strategies,
and potential areas for future research.
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