{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,16]],"date-time":"2026-01-16T00:35:19Z","timestamp":1768523719408,"version":"3.49.0"},"reference-count":32,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2018,3,3]],"date-time":"2018-03-03T00:00:00Z","timestamp":1520035200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["World Wide Web"],"published-print":{"date-parts":[[2019,1]]},"DOI":"10.1007\/s11280-018-0533-x","type":"journal-article","created":{"date-parts":[[2018,3,3]],"date-time":"2018-03-03T06:57:20Z","timestamp":1520060240000},"page":"83-100","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":26,"title":["Applying uncertainty theory into the restaurant recommender system based on sentiment analysis of online Chinese reviews"],"prefix":"10.1007","volume":"22","author":[{"given":"Lihua","family":"Sun","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Junpeng","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yanlin","family":"Zhu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,3,3]]},"reference":[{"issue":"6","key":"533_CR1","doi-asserted-by":"publisher","first-page":"734","DOI":"10.1109\/TKDE.2005.99","volume":"17","author":"G Adomavicius","year":"2005","unstructured":"Adomavicius, G., Tuzhilin, A.: Toward the next generation of recommender systems: a survey of the state-of-the-art and possible extensions. IEEE Trans. Knowl. Data Eng. 17(6), 734\u2013749 (2005)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"3","key":"533_CR2","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1016\/S0165-0114(98)00067-0","volume":"112","author":"P-T Chang","year":"2000","unstructured":"Chang, P.-T., Huang, L.-C., Lin, H.-J.: The fuzzy Delphi method via fuzzy statistics and membership function fitting and an application to the human resources. Fuzzy Sets Syst. 112(3), 511\u2013520 (2000)","journal-title":"Fuzzy Sets Syst."},{"issue":"2","key":"533_CR3","doi-asserted-by":"publisher","first-page":"312","DOI":"10.1016\/j.ejor.2012.05.010","volume":"222","author":"X Chen","year":"2012","unstructured":"Chen, X.: Variation analysis of uncertain stationary independent increment processes. Eur. J. Oper. Res. 222(2), 312\u2013316 (2012)","journal-title":"Eur. J. Oper. Res."},{"key":"533_CR4","doi-asserted-by":"publisher","first-page":"44","DOI":"10.1016\/j.knosys.2013.05.006","volume":"50","author":"L Chen","year":"2013","unstructured":"Chen, L., Wang, F.: Preference-based clustering reviews for augmenting e-commerce recommendation. Knowl.-Based Syst. 50, 44\u201359 (2013)","journal-title":"Knowl.-Based Syst."},{"issue":"2","key":"533_CR5","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1007\/s11257-015-9155-5","volume":"25","author":"L Chen","year":"2015","unstructured":"Chen, L., Chen, G., Wang, F.: Recommender systems based on user reviews: the state of the art. User Model. User-Adap. Inter. 25(2), 99\u2013154 (2015)","journal-title":"User Model. User-Adap. Inter."},{"issue":"1","key":"533_CR6","doi-asserted-by":"crossref","first-page":"483","DOI":"10.3233\/IFS-130919","volume":"26","author":"S Ding","year":"2014","unstructured":"Ding, S.: Uncertain random newsboy problem. J. Intell. Fuzzy Syst. 26(1), 483\u2013490 (2014)","journal-title":"J. Intell. Fuzzy Syst."},{"key":"533_CR7","doi-asserted-by":"publisher","DOI":"10.1142\/5935","volume-title":"How Net and the Computation of Meaning","author":"Z Dong","year":"2006","unstructured":"Dong, Z., Dong, Q.: How Net and the Computation of Meaning. World Scientific, Singapore (2006)"},{"key":"533_CR8","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1016\/j.knosys.2011.07.007","volume":"29","author":"SG Esparza","year":"2012","unstructured":"Esparza, S.G., O\u2019Mahony, M.P., Smyth, B.: Mining the real-time web: a novel approach to product recommendation. Knowl.-Based Syst. 29, 3\u201311 (2012)","journal-title":"Knowl.-Based Syst."},{"key":"533_CR9","doi-asserted-by":"crossref","unstructured":"Fu, G., Wang, X.: Chinese sentence-level sentiment classification based on fuzzy sets. In: Proceedings of the 23rd international conference on computational linguistics: posters 2010, pp. 312\u2013319. Association for Computational Linguistics (2010)","DOI":"10.1109\/IALP.2010.21"},{"issue":"6","key":"533_CR10","doi-asserted-by":"publisher","first-page":"2592","DOI":"10.1016\/j.apm.2011.09.042","volume":"36","author":"Y Gao","year":"2012","unstructured":"Gao, Y.: Uncertain models for single facility location problems on networks. Appl. Math. Model. 36(6), 2592\u20132599 (2012)","journal-title":"Appl. Math. Model."},{"issue":"4","key":"533_CR11","doi-asserted-by":"publisher","first-page":"981","DOI":"10.1109\/TFUZZ.2015.2500267","volume":"24","author":"Y Gao","year":"2016","unstructured":"Gao, Y., Qin, Z.: On computing the edge-connectivity of an uncertain graph. IEEE Trans. Fuzzy Syst. 24(4), 981\u2013991 (2016)","journal-title":"IEEE Trans. Fuzzy Syst."},{"key":"533_CR12","doi-asserted-by":"crossref","unstructured":"Gao, Y., Yu, W., Chao, P., Zhang, R., Zhou, A., Yang, X.: A restaurant recommendation system by analyzing ratings and aspects in reviews. In: Database systems for advanced applications, pp. 526\u2013530. Springer (2015)","DOI":"10.1007\/978-3-319-18123-3_33"},{"key":"533_CR13","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1016\/j.ins.2014.10.048","volume":"296","author":"Y Gao","year":"2015","unstructured":"Gao, Y., Yang, L., Li, S., Kar, S.: On distribution function of the diameter in uncertain graph. Inf. Sci. 296, 61\u201374 (2015)","journal-title":"Inf. Sci."},{"key":"533_CR14","doi-asserted-by":"publisher","unstructured":"Guo, J., Sun, L., Li, W., Yu, T.: Applying uncertainty theory to group recommender systems taking account of experts preferences. Multimed. Tools Appl. (2017). https:\/\/doi.org\/10.1007\/s11042-11017-14922-11044","DOI":"10.1007\/s11042-11017-14922-11044"},{"key":"533_CR15","doi-asserted-by":"crossref","unstructured":"Jiang, T., Yuan, B., Jiang, J., Yu, H.: Short text sentiment entropy optimization based on the fuzzy sets. In: 2015 12th Web Information System and Application Conference (WISA), pp. 247\u2013250. IEEE (2015)","DOI":"10.1109\/WISA.2015.22"},{"key":"533_CR16","doi-asserted-by":"publisher","first-page":"134","DOI":"10.1016\/j.measurement.2016.05.058","volume":"91","author":"H Koohi","year":"2016","unstructured":"Koohi, H., Kiani, K.: User based collaborative filtering using fuzzy C-means. Measurement. 91, 134\u2013139 (2016)","journal-title":"Measurement"},{"key":"533_CR17","doi-asserted-by":"crossref","unstructured":"Liu, B.: Uncertainty theory. In: Uncertainty theory. pp. 205\u2013234. Springer, Berlin, Heidelberg (2007)","DOI":"10.1007\/978-3-540-73165-8_5"},{"key":"533_CR18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13959-8","volume-title":"Uncertainty Theory: a Branch of Mathematics for Modeling Human Uncertain","author":"B Liu","year":"2010","unstructured":"Liu, B.: Uncertainty Theory: a Branch of Mathematics for Modeling Human Uncertain. Springer-Verlag, Berlin (2010)"},{"issue":"2","key":"533_CR19","first-page":"83","volume":"4","author":"B Liu","year":"2010","unstructured":"Liu, B.: Uncertain set theory and uncertain inference rule with application to uncertain control. J. Uncertain. Syst. 4(2), 83\u201398 (2010)","journal-title":"J. Uncertain. Syst."},{"issue":"4","key":"533_CR20","doi-asserted-by":"publisher","first-page":"387","DOI":"10.1007\/s10700-012-9128-7","volume":"11","author":"B Liu","year":"2012","unstructured":"Liu, B.: Membership functions and operational law of uncertain sets. Fuzzy Optim. Decis. Making. 11(4), 387\u2013410 (2012)","journal-title":"Fuzzy Optim. Decis. Making"},{"issue":"1","key":"533_CR21","doi-asserted-by":"publisher","first-page":"14","DOI":"10.1016\/j.elerap.2012.05.002","volume":"12","author":"H Liu","year":"2013","unstructured":"Liu, H., He, J., Wang, T., Song, W., Du, X.: Combining user preferences and user opinions for accurate recommendation. Electron. Commer. Res. Appl. 12(1), 14\u201323 (2013)","journal-title":"Electron. Commer. Res. Appl."},{"key":"533_CR22","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan, J., Ried, J.: Analysis of recommendation algorithms for e-commerce. In: Proceedings of the 2nd ACM conference on electronic commerce 2000. pp. 158\u2013167. ACM (2000)","DOI":"10.1145\/352871.352887"},{"key":"533_CR23","unstructured":"Sarwar, B.M., Karypis, G., Konstan, J., Riedl, J.: Recommender systems for large-scale e-commerce: scalable neighborhood formation using clustering. In: Proceedings of the fifth international conference on computer and information technology 1, pp. 291\u2013324 (2002)"},{"key":"533_CR24","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/4908.001.0001","volume-title":"Nearest-Neighbor Methods in Learning and Vision: Theory and Practice","author":"G Shakhnarovich","year":"2006","unstructured":"Shakhnarovich, G., Indyk, P., Darrell, T.: Nearest-Neighbor Methods in Learning and Vision: Theory and Practice. The MIT Press, Cambridge (2006)"},{"key":"533_CR25","doi-asserted-by":"publisher","first-page":"4","DOI":"10.1155\/2009\/421425","volume":"2009","author":"X Su","year":"2009","unstructured":"Su, X., Khoshgoftaar, T.M.: A survey of collaborative filtering techniques. Adv Artif Intell. 2009, 4 (2009)","journal-title":"Adv Artif Intell"},{"issue":"4","key":"533_CR26","doi-asserted-by":"publisher","first-page":"2622","DOI":"10.1016\/j.eswa.2007.05.028","volume":"34","author":"S Tan","year":"2008","unstructured":"Tan, S., Zhang, J.: An empirical study of sentiment analysis for chinese documents. Expert Syst. Appl. 34(4), 2622\u20132629 (2008)","journal-title":"Expert Syst. Appl."},{"issue":"2","key":"533_CR27","first-page":"449","volume":"15","author":"X Wang","year":"2012","unstructured":"Wang, X., Gao, Z., Guo, H.: Delphi method for estimating uncertainty distributions. Inf. Int. Interdiscip. J. 15(2), 449\u2013460 (2012)","journal-title":"Inf. Int. Interdiscip. J"},{"key":"533_CR28","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/j.ins.2015.07.010","volume":"325","author":"Z Wu","year":"2015","unstructured":"Wu, Z., Shi, J., Lu, C., Chen, E., Xu, G., Li, G., Xie, S., Philip, S.Y.: Constructing plausible innocuous pseudo queries to protect user query intention. Inf. Sci. 325, 215\u2013226 (2015)","journal-title":"Inf. Sci."},{"key":"533_CR29","unstructured":"Wu, Z., Li, G., Liu, Q., Xu, G., Chen, E.: Covering the sensitive subjects to protect personal privacy in personalized recommendation. IEEE Trans. Serv. Comput. (99), pp. 1\u20131 (2016)"},{"key":"533_CR30","unstructured":"Yang, Y., Pedersen, J.O.: A comparative study on feature selection in text categorization. In: ICML 99, pp. 412\u2013420. (1997)"},{"issue":"6","key":"533_CR31","doi-asserted-by":"publisher","first-page":"1154","DOI":"10.1109\/TFUZZ.2012.2194152","volume":"20","author":"K Yao","year":"2012","unstructured":"Yao, K., Li, X.: Uncertain alternating renewal process and its application. IEEE Trans. Fuzzy Syst. 20(6), 1154\u20131160 (2012)","journal-title":"IEEE Trans. Fuzzy Syst."},{"issue":"3","key":"533_CR32","first-page":"338","volume":"8","author":"LA Zadeh","year":"1965","unstructured":"Zadeh, L.A.: Information and control. Fuzzy Sets. 8(3), 338\u2013353 (1965)","journal-title":"Fuzzy Sets"}],"container-title":["World Wide Web"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11280-018-0533-x\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11280-018-0533-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11280-018-0533-x.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,10,28]],"date-time":"2020-10-28T23:15:54Z","timestamp":1603926954000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11280-018-0533-x"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,3,3]]},"references-count":32,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2019,1]]}},"alternative-id":["533"],"URL":"https:\/\/doi.org\/10.1007\/s11280-018-0533-x","relation":{},"ISSN":["1386-145X","1573-1413"],"issn-type":[{"value":"1386-145X","type":"print"},{"value":"1573-1413","type":"electronic"}],"subject":[],"published":{"date-parts":[[2018,3,3]]},"assertion":[{"value":"8 September 2016","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"18 November 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"1 February 2018","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 March 2018","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}