Extracting, mining and predicting users' interests from social media
This monograph is a valuable resource for those who have familiarity with social media mining and the basics of information retrieval (IR) techniques.
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Weitere Verfasser: | , , |
Format: | UnknownFormat |
Sprache: | eng |
Veröffentlicht: |
Boston
Now
2020
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Schriftenreihe: | Foundations and trends in information retrieval
14:5 |
Schlagworte: | |
Online Zugang: | Inhaltsverzeichnis |
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Zusammenfassung: | This monograph is a valuable resource for those who have familiarity with social media mining and the basics of information retrieval (IR) techniques. Intro -- Introduction -- Definitions -- Related Review Papers -- Related Research Areas -- Foundations of Social User Interest Modeling -- Information Sources -- User Interest Representation Unit -- Temporal User Interest Modeling -- Semantics-Enabled User Interest Profile Representation -- Cross-System User Interest Modeling -- User Interest Modeling Approaches -- Explicit User Interest Detection -- Implicit User Interest Mining -- Future User Interest Prediction -- Evaluation of User Interest Models -- Evaluation Methodologies -- Benchmark Datasets -- Evaluation Metrics -- Summary and Discussion -- Applications of User Interest Models -- Applications on Social Media Platforms -- Third-Party Applications -- Other Applications -- Integration of Social Media and Third-Party Applications -- Open Challenges and Future Directions -- Semantics -- Cross-System Models -- Dynamicity -- Comprehensiveness -- Explainability -- Reproducibility -- Appendices -- Glossary -- Acronyms -- References. |
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Beschreibung: | 177 Seiten |
ISBN: | 9781680837384 978-1-68083-738-4 |