{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T02:55:14Z","timestamp":1743044114345,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":18,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819723867"},{"type":"electronic","value":"9789819723874"}],"license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024]]},"DOI":"10.1007\/978-981-97-2387-4_4","type":"book-chapter","created":{"date-parts":[[2024,4,27]],"date-time":"2024-04-27T18:02:02Z","timestamp":1714240922000},"page":"48-63","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Truth Discovery of\u00a0Source Dependency Perception in\u00a0Dynamic Scenarios"],"prefix":"10.1007","author":[{"given":"Xiu","family":"Fang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chenling","family":"Shen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Guohao","family":"Sun","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hao","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yating","family":"Tang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,4,28]]},"reference":[{"issue":"1","key":"4_CR1","first-page":"550","volume":"2","author":"XL Dong","year":"2009","unstructured":"Dong, X.L., Berti-Equille, L., Srivastava, D.: Integrating conflicting data: the role of source dependence. VLDB 2(1), 550\u2013561 (2009)","journal-title":"VLDB"},{"issue":"1","key":"4_CR2","first-page":"562","volume":"2","author":"XL Dong","year":"2009","unstructured":"Dong, X.L., Berti-Equille, L., Srivastava, D.: Truth discovery and copying detection in a dynamic world. VLDB 2(1), 562\u2013573 (2009)","journal-title":"VLDB"},{"key":"4_CR3","doi-asserted-by":"crossref","unstructured":"Galland, A., Abiteboul, S., Marian, A., Senellart, P.: Corroborating information from disagreeing views. In: WSDM, pp. 131\u2013140 (2010)","DOI":"10.1145\/1718487.1718504"},{"key":"4_CR4","doi-asserted-by":"crossref","unstructured":"Jiang, L., Niu, X., Xu, J., Yang, D., Xu, L.: Incentivizing the workers for truth discovery in crowdsourcing with copiers. In: ICDCS, pp. 1286\u20131295. IEEE (2019)","DOI":"10.1109\/ICDCS.2019.00129"},{"key":"4_CR5","doi-asserted-by":"crossref","unstructured":"Li, Q., Li, Y., Gao, J., Zhao, B., Fan, W., Han, J.: Resolving conflicts in heterogeneous data by truth discovery and source reliability estimation. In: SIGMOD, pp. 1187\u20131198 (2014)","DOI":"10.1145\/2588555.2610509"},{"key":"4_CR6","unstructured":"Li, T., Gu, Y., Zhou, X., Ma, Q., Yu, G.: An effective and efficient truth discovery framework over data streams. In: EDBT, pp. 180\u2013191. Springer (2017)"},{"key":"4_CR7","doi-asserted-by":"crossref","unstructured":"Li, Y., et al.: A survey on truth discovery. In: SIGKDD, vol. 17, no. 2, pp. 1\u201316 (2016)","DOI":"10.1145\/2897350.2897352"},{"key":"4_CR8","doi-asserted-by":"crossref","unstructured":"Li, Y., et al.: On the discovery of evolving truth. In: SIGKDD, pp. 675\u2013684 (2015)","DOI":"10.1145\/2783258.2783277"},{"key":"4_CR9","doi-asserted-by":"crossref","unstructured":"Li, Y., Sun, H., Wang, W.H.: Towards fair truth discovery from biased crowdsourced answers. In: SIGKDD, pp. 599\u2013607 (2020)","DOI":"10.1145\/3394486.3403102"},{"key":"4_CR10","doi-asserted-by":"publisher","first-page":"621","DOI":"10.1016\/j.ins.2018.10.008","volume":"501","author":"L Ma","year":"2019","unstructured":"Ma, L., Tay, W.P., Xiao, G.: Iterative expectation maximization for reliable social sensing with information flows. Inf. Sci. 501, 621\u2013634 (2019)","journal-title":"Inf. Sci."},{"key":"4_CR11","unstructured":"Pasternack, J., Roth, D.: Knowing what to believe (when you already know something). In: Coling 2010, pp. 877\u2013885 (2010)"},{"key":"4_CR12","doi-asserted-by":"crossref","unstructured":"Wang, X., Sheng, Q.Z., Fang, X.S., Yao, L., Xu, X., Li, X.: An integrated Bayesian approach for effective multi-truth discovery. In: CIKM, pp. 493\u2013502 (2015)","DOI":"10.1145\/2806416.2806443"},{"key":"4_CR13","doi-asserted-by":"crossref","unstructured":"Wang, Y., Wang, K., Miao, C.: Truth discovery against strategic Sybil attack in crowdsourcing. In: SIGKDD, pp. 95\u2013104 (2020)","DOI":"10.1145\/3394486.3403052"},{"issue":"11","key":"4_CR14","first-page":"5182","volume":"34","author":"J Yang","year":"2021","unstructured":"Yang, J., Tay, W.P.: An unsupervised Bayesian neural network for truth discovery in social networks. TKDE 34(11), 5182\u20135195 (2021)","journal-title":"TKDE"},{"key":"4_CR15","first-page":"360","volume":"165","author":"Y Yang","year":"2019","unstructured":"Yang, Y., Bai, Q., Liu, Q.: A probabilistic model for truth discovery with object correlations. KBS 165, 360\u2013373 (2019)","journal-title":"KBS"},{"key":"4_CR16","doi-asserted-by":"crossref","unstructured":"Yao, L., et al.: Online truth discovery on time series data. In: SDM, pp. 162\u2013170. SIAM (2018)","DOI":"10.1137\/1.9781611975321.19"},{"key":"4_CR17","doi-asserted-by":"crossref","unstructured":"Yin, X., Han, J., Yu, P.S.: Truth discovery with multiple conflicting information providers on the web. In: SIGKDD, pp. 1048\u20131052 (2007)","DOI":"10.1145\/1281192.1281309"},{"key":"4_CR18","doi-asserted-by":"crossref","unstructured":"Zhang, H., et al.: Influence-aware truth discovery. In: CIKM, pp. 851\u2013860 (2016)","DOI":"10.1145\/2983323.2983785"}],"container-title":["Lecture Notes in Computer Science","Web and Big Data"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-2387-4_4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,4,27]],"date-time":"2024-04-27T18:02:56Z","timestamp":1714240976000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-2387-4_4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819723867","9789819723874"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-2387-4_4","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"28 April 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APWeb-WAIM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia-Pacific Web (APWeb) and Web-Age Information Management (WAIM) Joint International Conference on Web and Big Data","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Wuhan","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":"2023","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 October 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"8 October 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apwebwaim2023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.apweb-waim2023.com\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}