{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T05:05:36Z","timestamp":1743051936535,"version":"3.40.3"},"publisher-location":"Cham","reference-count":16,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030553920"},{"type":"electronic","value":"9783030553937"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-55393-7_25","type":"book-chapter","created":{"date-parts":[[2020,8,19]],"date-time":"2020-08-19T23:12:32Z","timestamp":1597878752000},"page":"276-287","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Top Personalized Reviews Set Selection Based on Subject Aspect Modeling"],"prefix":"10.1007","author":[{"given":"Muhmmad","family":"Al-Khiza\u2019ay","sequence":"first","affiliation":[]},{"given":"Noora","family":"Alallaq","sequence":"additional","affiliation":[]},{"given":"Firas Qays","family":"Kamal","sequence":"additional","affiliation":[]},{"given":"Tamather Naji","family":"Alshimmari","sequence":"additional","affiliation":[]},{"given":"Tianshi","family":"Liu","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,8,20]]},"reference":[{"issue":"1","key":"25_CR1","doi-asserted-by":"publisher","first-page":"149","DOI":"10.1177\/0047287517744672","volume":"58","author":"HQ Vu","year":"2019","unstructured":"Vu, H.Q., et al.: Exploring tourist dining preferences based on restaurant reviews. J. Travel Res. 58(1), 149\u2013167 (2019)","journal-title":"J. Travel Res."},{"issue":"2","key":"25_CR2","doi-asserted-by":"publisher","first-page":"305","DOI":"10.1007\/s10115-011-0471-8","volume":"37","author":"X Wang","year":"2011","unstructured":"Wang, X., Li, G., Jiang, G., Shi, Z.: Semantic trajectory-based event detection and event pattern mining. Knowl. Inf. Syst. 37(2), 305\u2013329 (2011). https:\/\/doi.org\/10.1007\/s10115-011-0471-8","journal-title":"Knowl. Inf. Syst."},{"issue":"1","key":"25_CR3","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1016\/j.jnca.2010.07.014","volume":"34","author":"W Niu","year":"2011","unstructured":"Niu, W., et al.: Multi-granularity context model for dynamic Web service composition. J. Netw. Comput. Appl. 34(1), 312\u2013326 (2011)","journal-title":"J. Netw. Comput. Appl."},{"issue":"2","key":"25_CR4","doi-asserted-by":"publisher","first-page":"178","DOI":"10.1007\/s10791-010-9141-9","volume":"14","author":"Y Lu","year":"2011","unstructured":"Lu, Y., Mei, Q., Zhai, C.: Investigating task performance of probabilistic topic models: an empirical study of PLSA and LDA. Inf. Retrieval 14(2), 178\u2013203 (2011)","journal-title":"Inf. Retrieval"},{"key":"25_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1007\/978-3-642-20161-5_34","volume-title":"Advances in Information Retrieval","author":"WX Zhao","year":"2011","unstructured":"Zhao, W.X., et al.: Comparing twitter and traditional media using topic models. In: Clough, P., et al. (eds.) ECIR 2011. LNCS, vol. 6611, pp. 338\u2013349. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-20161-5_34"},{"issue":"Jan","key":"25_CR6","first-page":"993","volume":"3","author":"DM Blei","year":"2003","unstructured":"Blei, D.M., Ng, A.Y., Jordan, M.I.: Latent Dirichlet allocation. J. Mach. Learn. Res. 3(Jan), 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"key":"25_CR7","doi-asserted-by":"crossref","unstructured":"Foulds, J., et al.: Stochastic collapsed variational Bayesian inference for latent Dirichlet allocation. In: Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (2013)","DOI":"10.1145\/2487575.2487697"},{"issue":"3","key":"25_CR8","doi-asserted-by":"publisher","first-page":"1314","DOI":"10.1016\/j.eswa.2014.09.024","volume":"42","author":"S Moro","year":"2015","unstructured":"Moro, S., Cortez, P., Rita, P.: Business intelligence in banking: a literature analysis from 2002 to 2013 using text mining and latent Dirichlet allocation. Expert Syst. Appl. 42(3), 1314\u20131324 (2015)","journal-title":"Expert Syst. Appl."},{"issue":"11","key":"25_CR9","doi-asserted-by":"publisher","first-page":"15169","DOI":"10.1007\/s11042-018-6894-4","volume":"78","author":"H Jelodar","year":"2019","unstructured":"Jelodar, H., et al.: Latent Dirichlet allocation (LDA) and topic modeling: models, applications, a survey. Multimed. Tools Appl. 78(11), 15169\u201315211 (2019)","journal-title":"Multimed. Tools Appl."},{"key":"25_CR10","doi-asserted-by":"crossref","unstructured":"Moghaddam, S., Jamali, M., Ester, M.: Review recommendation: personalized prediction of the quality of online reviews. In: Proceedings of the 20th ACM International Conference on Information and Knowledge Management (2011)","DOI":"10.1145\/2063576.2063938"},{"issue":"3","key":"25_CR11","doi-asserted-by":"publisher","first-page":"295","DOI":"10.1007\/s11257-015-9157-3","volume":"25","author":"G Chen","year":"2015","unstructured":"Chen, G., Chen, L.: Augmenting service recommender systems by incorporating contextual opinions from user reviews. User Model. User-Adap. Inter. 25(3), 295\u2013329 (2015). https:\/\/doi.org\/10.1007\/s11257-015-9157-3","journal-title":"User Model. User-Adap. Inter."},{"key":"25_CR12","unstructured":"Alallaq, N., Al-Mansoori, A., Al-Sudani, A.R.: Personalized reviews based on aspect analysis and polarity. In: 2019 8th International Conference on Modeling Simulation and Applied Optimization (ICMSAO), pp. 1\u20136. IEEE, April 2019"},{"key":"25_CR13","doi-asserted-by":"crossref","unstructured":"Manke, S.N., Shivale, N.: A review on: opinion mining and sentiment analysis based on natural language processing. Int. J. Comput. Appl. 109(4) (2015)","DOI":"10.5120\/19179-0653"},{"key":"25_CR14","series-title":"Studies in Big Data","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-40837-3_1","volume-title":"Data Mining and Knowledge Discovery for Big Data","author":"L Zhang","year":"2014","unstructured":"Zhang, L., Liu, B.: Aspect and entity extraction for opinion mining. In: Chu, Wesley W. (ed.) Data Mining and Knowledge Discovery for Big Data. SBD, vol. 1, pp. 1\u201340. Springer, Heidelberg (2014). https:\/\/doi.org\/10.1007\/978-3-642-40837-3_1"},{"issue":"5","key":"25_CR15","first-page":"1211","volume":"26","author":"Z-J Zha","year":"2013","unstructured":"Zha, Z.-J., et al.: Product aspect ranking and its applications. IEEE Trans. Knowl. Data Eng. 26(5), 1211\u20131224 (2013)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"25_CR16","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"238","DOI":"10.1007\/978-3-319-99365-2_21","volume-title":"Knowledge Science, Engineering and Management","author":"M Al-khiza\u2019ay","year":"2018","unstructured":"Al-khiza\u2019ay, M., Alallaq, N., Alanoz, Q., Al-Azzawi, A., Maheswari, N.: Personalize review selection using PeRView. In: Liu, W., Giunchiglia, F., Yang, B. (eds.) KSEM 2018. LNCS (LNAI), vol. 11061, pp. 238\u2013249. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-99365-2_21"}],"container-title":["Lecture Notes in Computer Science","Knowledge Science, Engineering and Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-55393-7_25","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,12]],"date-time":"2024-03-12T13:00:37Z","timestamp":1710248437000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-55393-7_25"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030553920","9783030553937"],"references-count":16,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-55393-7_25","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"20 August 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"KSEM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Knowledge Science, Engineering and Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Hangzhou","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"China","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 August 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 August 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ksem2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ksem2020.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"291","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"58","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"27","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"20% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"8","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"The conference was held virtually due to the COVID-19 pandemic.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}