{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,3]],"date-time":"2025-07-03T18:04:27Z","timestamp":1751565867062,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,11,7]],"date-time":"2022-11-07T00:00:00Z","timestamp":1667779200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","award":["PROEX-11920911\/M"],"award-info":[{"award-number":["PROEX-11920911\/M"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,11,7]]},"DOI":"10.1145\/3539637.3557002","type":"proceedings-article","created":{"date-parts":[[2022,9,26]],"date-time":"2022-09-26T22:14:00Z","timestamp":1664230440000},"page":"202-210","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Aspect-Based Summarization: An Approach With Different Levels of Details to Explain Recommendations"],"prefix":"10.1145","author":[{"given":"Luan Soares de","family":"Souza","sequence":"first","affiliation":[{"name":"Mathematics and Computer Science Institute, University of S\u00e3o Paulo, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marcelo Garcia","family":"Manzato","sequence":"additional","affiliation":[{"name":"Mathematics and Computer Science Institute, University of S\u00e3o Paulo, Brazil"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2022,11,7]]},"reference":[{"key":"#cr-split#-e_1_3_2_1_1_1.1","doi-asserted-by":"crossref","unstructured":"Mehdi Allahyari Seyedamin Pouriyeh Mehdi Assefi Saeid Safaei Elizabeth\u00a0D. Trippe Juan\u00a0B. Gutierrez and Krys Kochut. 2017. Text Summarization Techniques: A Brief Survey. https:\/\/doi.org\/10.48550\/ARXIV.1707.02268 10.48550\/ARXIV.1707.02268","DOI":"10.14569\/IJACSA.2017.081052"},{"key":"#cr-split#-e_1_3_2_1_1_1.2","doi-asserted-by":"crossref","unstructured":"Mehdi Allahyari Seyedamin Pouriyeh Mehdi Assefi Saeid Safaei Elizabeth\u00a0D. Trippe Juan\u00a0B. Gutierrez and Krys Kochut. 2017. Text Summarization Techniques: A Brief Survey. https:\/\/doi.org\/10.48550\/ARXIV.1707.02268","DOI":"10.14569\/IJACSA.2017.081052"},{"key":"e_1_3_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2021.emnlp-main.528"},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1162\/tacl_a_00366"},{"key":"e_1_3_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/2020.acl-main.461"},{"key":"e_1_3_2_1_5_1","first-page":"19","volume-title":"Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies","volume":"1","author":"Devlin Jacob","year":"2019","unstructured":"Jacob Devlin , Ming-Wei Chang , Kenton Lee , and Kristina Toutanova . 2019 . BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding . In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies , Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171\u20134186. https:\/\/doi.org\/10. 18653\/v1\/N 19 - 1423 10.18653\/v1 Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. In Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long and Short Papers). Association for Computational Linguistics, Minneapolis, Minnesota, 4171\u20134186. https:\/\/doi.org\/10.18653\/v1\/N19-1423"},{"key":"e_1_3_2_1_6_1","volume-title":"Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010","author":"Ganesan Kavita","year":"2010","unstructured":"Kavita Ganesan , ChengXiang Zhai , and Jiawei Han . 2010 . Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions . In Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010 ). Coling 2010 Organizing Committee, Beijing, China, 340\u2013348. https:\/\/aclanthology.org\/C10-1039 Kavita Ganesan, ChengXiang Zhai, and Jiawei Han. 2010. Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions. In Proceedings of the 23rd International Conference on Computational Linguistics (Coling 2010). Coling 2010 Organizing Committee, Beijing, China, 340\u2013348. https:\/\/aclanthology.org\/C10-1039"},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/2872427.2883037"},{"key":"e_1_3_2_1_8_1","volume-title":"On information and sufficiency. The annals of mathematical statistics 22, 1","author":"Kullback Solomon","year":"1951","unstructured":"Solomon Kullback and Richard\u00a0 A Leibler . 1951. On information and sufficiency. The annals of mathematical statistics 22, 1 ( 1951 ), 79\u201386. Solomon Kullback and Richard\u00a0A Leibler. 1951. On information and sufficiency. The annals of mathematical statistics 22, 1 (1951), 79\u201386."},{"key":"e_1_3_2_1_9_1","volume-title":"ROUGE: A Package for Automatic Evaluation of Summaries. In Text Summarization Branches Out","author":"Lin Chin-Yew","year":"2004","unstructured":"Chin-Yew Lin . 2004 . ROUGE: A Package for Automatic Evaluation of Summaries. In Text Summarization Branches Out . Association for Computational Linguistics , Barcelona, Spain , 74\u201381. https:\/\/aclanthology.org\/W04-1013 Chin-Yew Lin. 2004. ROUGE: A Package for Automatic Evaluation of Summaries. In Text Summarization Branches Out. Association for Computational Linguistics, Barcelona, Spain, 74\u201381. https:\/\/aclanthology.org\/W04-1013"},{"volume-title":"Introduction to information retrieval. Vol.\u00a016","author":"Manning Christopher","key":"e_1_3_2_1_10_1","unstructured":"Christopher Manning , Prabhakar Raghavan , and Hinrich Sch\u00fctze . 2010. Introduction to information retrieval. Vol.\u00a016 . Cambridge university press , Chapter\u00a017, 346\u2013368. Christopher Manning, Prabhakar Raghavan, and Hinrich Sch\u00fctze. 2010. Introduction to information retrieval. Vol.\u00a016. Cambridge university press, Chapter\u00a017, 346\u2013368."},{"volume-title":"Image-Based Recommendations on Styles and Substitutes(SIGIR \u201915)","author":"McAuley Julian","key":"e_1_3_2_1_11_1","unstructured":"Julian McAuley , Christopher Targett , Qinfeng Shi , and Anton van\u00a0den Hengel . 2015. Image-Based Recommendations on Styles and Substitutes(SIGIR \u201915) . Association for Computing Machinery , New York, NY, USA , 43\u2013\u201352. https:\/\/doi.org\/10.1145\/2766462.2767755 10.1145\/2766462.2767755 Julian McAuley, Christopher Targett, Qinfeng Shi, and Anton van\u00a0den Hengel. 2015. Image-Based Recommendations on Styles and Substitutes(SIGIR \u201915). Association for Computing Machinery, New York, NY, USA, 43\u2013\u201352. https:\/\/doi.org\/10.1145\/2766462.2767755"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/3301275.3302313"},{"key":"e_1_3_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/2856767.2856813"},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11257-020-09270-8"},{"key":"e_1_3_2_1_15_1","volume-title":"Justifying Recommendations through Aspect-Based Sentiment Analysis of Users Reviews","author":"Musto Cataldo","year":"2043","unstructured":"Cataldo Musto , Pasquale Lops , Marco de Gemmis , and Giovanni Semeraro . 2019. Justifying Recommendations through Aspect-Based Sentiment Analysis of Users Reviews . Association for Computing Machinery , New York, NY, USA , 4\u201312. https:\/\/doi.org\/10.1145\/33 2043 5.3320457 10.1145\/3320435.3320457 Cataldo Musto, Pasquale Lops, Marco de Gemmis, and Giovanni Semeraro. 2019. Justifying Recommendations through Aspect-Based Sentiment Analysis of Users Reviews. Association for Computing Machinery, New York, NY, USA, 4\u201312. https:\/\/doi.org\/10.1145\/3320435.3320457"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/3209219.3209230"},{"key":"e_1_3_2_1_17_1","volume-title":"Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP)","author":"Reimers Nils","year":"1865","unstructured":"Nils Reimers and Iryna Gurevych . 2019. Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks . In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) . Association for Computational Linguistics , Hong Kong , China, 3982\u20133992. https:\/\/doi.org\/10. 1865 3\/v1\/D19-1410 10.18653\/v1 Nils Reimers and Iryna Gurevych. 2019. Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks. In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP). Association for Computational Linguistics, Hong Kong, China, 3982\u20133992. https:\/\/doi.org\/10.18653\/v1\/D19-1410"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/W17-1003"},{"volume-title":"Recommender systems handbook","author":"Tintarev Nava","key":"e_1_3_2_1_19_1","unstructured":"Nava Tintarev and Judith Masthoff . 2015. Explaining recommendations: Design and evaluation . In Recommender systems handbook . Springer , 353\u2013382. Nava Tintarev and Judith Masthoff. 2015. Explaining recommendations: Design and evaluation. In Recommender systems handbook. Springer, 353\u2013382."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1145\/3428658.3431093"},{"key":"e_1_3_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1561\/1500000066"}],"event":{"name":"WebMedia '22: Brazilian Symposium on Multimedia and Web","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGMM ACM Special Interest Group on Multimedia"],"location":"Curitiba Brazil","acronym":"WebMedia '22"},"container-title":["Proceedings of the Brazilian Symposium on Multimedia and the Web"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3539637.3557002","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3539637.3557002","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T16:38:03Z","timestamp":1750178283000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3539637.3557002"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,11,7]]},"references-count":22,"alternative-id":["10.1145\/3539637.3557002","10.1145\/3539637"],"URL":"https:\/\/doi.org\/10.1145\/3539637.3557002","relation":{},"subject":[],"published":{"date-parts":[[2022,11,7]]},"assertion":[{"value":"2022-11-07","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}