Using Sentiment Analysis for Pseudo-Relevance Feedback in Social Book Search

Author:

Htait Amal1,Fournier Sébastien2,Bellot Patrice2,Azzopardi Leif1,Pasi Gabriella3

Affiliation:

1. University of Strathclyde, Glasgow, Scotland, United Kingdom

2. Aix-Marseille University, Marseilles, France

3. University of Milan Bicocca, Milan, Italy

Funder

EquipEx DILOH

UKRI's EPSRC

Publisher

ACM

Reference19 articles.

1. Giambattista Amati. 2003. Probabilistic Models for Information Retrieval based on Divergence from Randomness. University of Glasgow UK. Ph.D. Dissertation. Giambattista Amati. 2003. Probabilistic Models for Information Retrieval based on Divergence from Randomness. University of Glasgow UK. Ph.D. Dissertation.

2. Javed A. Aslam and Mark Montague. 2001. Models for metasearch. In SIGIR. 276--284. Javed A. Aslam and Mark Montague. 2001. Models for metasearch. In SIGIR. 276--284.

3. Ismail Badache Sébastien Fournier and Adrian-Gabriel Chifu. 2018. Predicting Contradiction Intensity: Low Strong or Very Strong?. In SIGIR. 1125--1128. Ismail Badache Sébastien Fournier and Adrian-Gabriel Chifu. 2018. Predicting Contradiction Intensity: Low Strong or Very Strong?. In SIGIR. 1125--1128.

4. Jing Bai Dawei Song Peter Bruza Jian-Yun Nie and Guihong Cao. 2005. Query expansion using term relationships in language models for information retrieval. In CIKM. 688--695. Jing Bai Dawei Song Peter Bruza Jian-Yun Nie and Guihong Cao. 2005. Query expansion using term relationships in language models for information retrieval. In CIKM. 688--695.

5. John Blitzer Mark Dredze and Fernando Pereira. 2007. Biographies bollywood boom-boxes and blenders: Domain adaptation for sentiment classification. In ACL. 440--447. John Blitzer Mark Dredze and Fernando Pereira. 2007. Biographies bollywood boom-boxes and blenders: Domain adaptation for sentiment classification. In ACL. 440--447.

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1. SSTSA: A Self-Supervised Topic Sentiment Analysis Using Semantic Similarity Measures and Transformers;International Journal of Information Technology & Decision Making;2023-08-02

2. On the current state of query formulation for book search;Artificial Intelligence Review;2023-04-19

3. Self-supervised Sentiment Classification based on Semantic Similarity Measures and Contextual Embedding using metaheuristic optimizer;2022 8th Iranian Conference on Signal Processing and Intelligent Systems (ICSPIS);2022-12-28

4. On smoothing and scaling language model for sentiment based information retrieval;Advances in Data Analysis and Classification;2022-10-13

5. On the analysis and evaluation of information retrieval models for social book search;Multimedia Tools and Applications;2022-07-27

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