{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T13:43:07Z","timestamp":1710337387119},"reference-count":42,"publisher":"Springer Science and Business Media LLC","issue":"4","license":[{"start":{"date-parts":[[2012,7,18]],"date-time":"2012-07-18T00:00:00Z","timestamp":1342569600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["World Wide Web"],"published-print":{"date-parts":[[2013,7]]},"DOI":"10.1007\/s11280-012-0179-z","type":"journal-article","created":{"date-parts":[[2012,7,17]],"date-time":"2012-07-17T09:21:49Z","timestamp":1342516909000},"page":"477-496","source":"Crossref","is-referenced-by-count":15,"title":["Riding the tide of sentiment change: sentiment analysis with evolving online reviews"],"prefix":"10.1007","volume":"16","author":[{"given":"Yang","family":"Liu","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaohui","family":"Yu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Aijun","family":"An","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiangji","family":"Huang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2012,7,18]]},"reference":[{"key":"179_CR1","doi-asserted-by":"crossref","unstructured":"Archak, N., Ghose, A., Ipeirotis, P.G.: Show me the money!: deriving the pricing power of product features by mining consumer reviews. In: KDD, pp.\u00a056\u201365 (2007)","DOI":"10.1145\/1281192.1281202"},{"key":"179_CR2","doi-asserted-by":"crossref","unstructured":"Basilico, J., Hofmann, T.: Unifying collaborative and content-based filtering. In: ICML, pp.\u00a065\u201372 (2004)","DOI":"10.1145\/1015330.1015394"},{"key":"179_CR3","first-page":"993","volume":"3","author":"D Blei","year":"2003","unstructured":"Blei, D., Ng, A., Jordan, M.: Latent dirichlet allocation. J. Mach. Learn. Res. 3, 993\u20131022 (2003)","journal-title":"J. Mach. Learn. Res."},{"issue":"2","key":"179_CR4","doi-asserted-by":"crossref","first-page":"35","DOI":"10.1145\/328236.328143","volume":"43","author":"S Boykin","year":"2000","unstructured":"Boykin, S., Merlino, A.: Machine learning of event segmentation for news on demand. Commun. ACM 43(2), 35\u201341 (2000)","journal-title":"Commun. ACM"},{"issue":"3","key":"179_CR5","doi-asserted-by":"crossref","first-page":"345","DOI":"10.1509\/jmkr.43.3.345","volume":"43","author":"JA Chevalier","year":"2006","unstructured":"Chevalier, J.A., Mayzlin, D.: The effect of word of mouth on sales: online book reviews. J. Mark. Res. 43(3), 345\u2013354 (2006)","journal-title":"J. Mark. Res."},{"issue":"1","key":"179_CR6","doi-asserted-by":"crossref","first-page":"198","DOI":"10.1109\/TASL.2007.909452","volume":"16","author":"J-T Chien","year":"2008","unstructured":"Chien, J.-T., Wu, M.-S.: Adaptive bayesian latent semantic analysis. IEEE Trans. Audio Speech Lang. Processing 16(1), 198\u2013207 (2008)","journal-title":"IEEE Trans. Audio Speech Lang. Processing"},{"key":"179_CR7","doi-asserted-by":"crossref","unstructured":"Dave, K., Lawrence, S., Pennock, D.M.: Mining the peanut gallery: opinion extraction and semantic classification of product reviews. In: WWW, pp.\u00a0519\u2013528 (2003)","DOI":"10.1145\/775224.775226"},{"key":"179_CR8","unstructured":"Dellarocas, C., Awad, N.F., Zhang, X.(Michael): Exploring the value of online reviews to organizations: implications for revenue forecasting and planning. In: ICIS, pp.\u00a0379\u2013386 (2004)"},{"issue":"4","key":"179_CR9","doi-asserted-by":"crossref","first-page":"23","DOI":"10.1002\/dir.20087","volume":"21","author":"C Dellarocas","year":"2007","unstructured":"Dellarocas, C., Zhang, X.(Michael), Awad, N.F.: Exploring the value of online product ratings in revenue forecasting: the case of motion pictures. J. Interact. Market 21(4), 23\u201345 (2007)","journal-title":"J. Interact. Market"},{"key":"179_CR10","volume-title":"Applied Econometric Time Series","author":"W Enders","year":"2004","unstructured":"Enders, W.: Applied Econometric Time Series, 2nd edn. Wiley, New York (2004)","edition":"2"},{"issue":"3","key":"179_CR11","doi-asserted-by":"crossref","first-page":"291","DOI":"10.1287\/isre.1080.0193","volume":"19","author":"C Forman","year":"2008","unstructured":"Forman, C., Ghose, A., Wiesenfeld, B.: Examining the relationship between reviews and sales: the role of reviewer identity disclosure in electronic markets. Inf. Syst. Res 19(3), 291\u2013313 (2008); Special issue on the interplay between digital and social networks","journal-title":"Inf. Syst. Res"},{"key":"179_CR12","doi-asserted-by":"crossref","unstructured":"Ghose, A., Ipeirotis, P.G.: Designing novel review ranking systems: predicting the usefulness and impact of reviews. In: ICEC, pp.\u00a0303\u2013310 (2007)","DOI":"10.1145\/1282100.1282158"},{"issue":"10","key":"179_CR13","doi-asserted-by":"crossref","first-page":"1498","DOI":"10.1109\/TKDE.2010.188","volume":"23","author":"A Ghose","year":"2011","unstructured":"Ghose, A., Ipeirotis, P.G.: Estimating the helpfulness and economic impact of product reviews: mining text and reviewer characteristics. IEEE Trans. Knowl. Data Eng. 23(10), 1498\u20131512 (2011)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"179_CR14","doi-asserted-by":"crossref","unstructured":"Girolami, M., Kab\u00e1n, A.: On an equivalence between plsi and lda. In: SIGIR \u201903: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Informaion Retrieval, pp.\u00a0433\u2013434 (2003)","DOI":"10.1145\/860435.860537"},{"key":"179_CR15","unstructured":"Grefenstette, G., Qu, Y., Shanahan, J.G., Evans, D.A.: Coupling niche browsers and affect analysis for an opinion mining application. In: Proceedings of RIAO-04, 7th International Conference on Recherche d\u2019Information Assiste par Ordinateur, pp.\u00a0186\u2013194 (2004)"},{"key":"179_CR16","doi-asserted-by":"crossref","unstructured":"Gruhl, D., Guha, R., Kumar, R., Novak, J., Tomkins, A.: The predictive power of online chatter. In: KDD \u201905, pp.\u00a078\u201387 (2005)","DOI":"10.1145\/1081870.1081883"},{"key":"179_CR17","doi-asserted-by":"crossref","unstructured":"Gruhl, D., Guha, R., Liben-Nowell, D., Tomkins, A.: Information diffusion through blogspace. In: WWW \u201904, pp.\u00a0491\u2013501 (2004)","DOI":"10.1145\/988672.988739"},{"key":"179_CR18","doi-asserted-by":"crossref","unstructured":"Hofmann, T.: Probabilistic latent semantic analysis. In: UAI\u201999, pp.\u00a0289\u2013296 (1999)","DOI":"10.1145\/312624.312649"},{"key":"179_CR19","unstructured":"Hofmann, T., Puzicha, J.: Latent class models for collaborative filtering. In: IJCAI, pp.\u00a0688\u2013693 (1999)"},{"key":"179_CR20","unstructured":"Kamps, J., Marx, M.: Words with attitude. In: Proc. of the First International Conference on Global WordNet, pp.\u00a0332\u2013341 (2002)"},{"key":"179_CR21","doi-asserted-by":"crossref","unstructured":"Liu, B., Hu, M., Cheng, J.: Opinion observer: analyzing and comparing opinions on the web. In: WWW, pp.\u00a0342\u2013351 (2005)","DOI":"10.1145\/1060745.1060797"},{"issue":"12","key":"179_CR22","doi-asserted-by":"crossref","first-page":"1851","DOI":"10.1002\/asi.20631","volume":"58","author":"Y Liu","year":"2007","unstructured":"Liu, Y., Huang, X., An, A.: Personalized recommendation with adaptive mixture of Markov models. J. Am. Soc. Inf. Sci. Technol. 58(12), 1851\u20131870 (2007)","journal-title":"J. Am. Soc. Inf. Sci. Technol."},{"key":"179_CR23","doi-asserted-by":"crossref","unstructured":"Liu, Y., Huang, X., An, A., Yu, X.: ARSA: a sentiment-aware model for predicting sales performance using blogs. In: SIGIR, pp.\u00a0607\u2013614 (2007)","DOI":"10.1145\/1277741.1277845"},{"key":"179_CR24","doi-asserted-by":"crossref","unstructured":"Morinaga, S., Yamanishi, K., Tateishi, K., Fukushima, T.: Mining product reputations on the web. In: KDD \u201902: Proceedings of the eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp.\u00a0341\u2013349 (2002)","DOI":"10.1145\/775047.775098"},{"key":"179_CR25","doi-asserted-by":"crossref","unstructured":"Nasukawa, T., Yi, J.: Sentiment analysis: capturing favorability using natural language processing. In: K-CAP \u201903: Proceedings of the 2nd International Conference on Knowledge Capture, pp.\u00a070\u201377 (2003)","DOI":"10.1145\/945645.945658"},{"key":"179_CR26","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L.: A sentimental education: Sentiment analysis using subjectivity summarization based on minimum cuts. In: ACL \u201904, pp.\u00a0271\u2013278 (2004)","DOI":"10.3115\/1218955.1218990"},{"key":"179_CR27","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L.: Seeing stars: exploiting class relationships for sentiment categorization with respect to rating scales. In: ACL \u201905, pp.\u00a0115\u2013124 (2005)","DOI":"10.3115\/1219840.1219855"},{"key":"179_CR28","doi-asserted-by":"crossref","unstructured":"Pang, B., Lee, L., Vaithyanathan, S.: Thumbs up? sentiment classification using machine learning techniques. In: EMNLP, pp.\u00a079\u201386 (2002)","DOI":"10.3115\/1118693.1118704"},{"issue":"4","key":"179_CR29","doi-asserted-by":"crossref","first-page":"392","DOI":"10.1287\/isre.1060.0106","volume":"17","author":"PA Pavlou","year":"2006","unstructured":"Pavlou, P.A., Dimoka, A.: The nature and role of feedback text comments in online marketplaces: implications for trust building, price premiums, and seller differentiation. Inf. Syst. Res 17(4), 392\u2013414 (2006)","journal-title":"Inf. Syst. Res"},{"issue":"1","key":"179_CR30","doi-asserted-by":"crossref","first-page":"34","DOI":"10.1086\/260169","volume":"82","author":"S Rosen","year":"1974","unstructured":"Rosen, S.: Hedonic prices and implicit markets: product differentiation in pure competition. J. Polit. Econ. 82(1), 34\u201355 (1974)","journal-title":"J. Polit. Econ."},{"key":"179_CR31","unstructured":"Rubicon\u00a0Consulting Inc. Online communities and their impact on business: ignore at your peril, October (2008)"},{"key":"179_CR32","unstructured":"Snyder, B., Barzilay, R.: Multiple aspect ranking using the good grief algorithm. HLT-NAACL, pp.\u00a0300\u2013307 (2007)"},{"key":"179_CR33","doi-asserted-by":"crossref","unstructured":"Turney, P.D.: Thumbs up or thumbs down?: semantic orientation applied to unsupervised classification of reviews. In: ACL \u201902, pp.\u00a0417\u2013424 (2001)","DOI":"10.3115\/1073083.1073153"},{"key":"179_CR34","unstructured":"Wang, H., Zhang, D., Zhai, C.: Structural topic model for latent topical structure analysis. In: ACL, pp.\u00a01526\u20131535 (2011)"},{"key":"179_CR35","doi-asserted-by":"crossref","unstructured":"Whitelaw, C., Garg, N., Argamon, S.: Using appraisal groups for sentiment analysis. In: CIKM \u201905, pp.\u00a0625\u2013631 (2005)","DOI":"10.1145\/1099554.1099714"},{"issue":"3","key":"179_CR36","doi-asserted-by":"crossref","first-page":"277","DOI":"10.1162\/0891201041850885","volume":"30","author":"J Wiebe","year":"2004","unstructured":"Wiebe, J., Wilson, T., Bruce, R., Bell, M., Martin, M.: Learning subjective language. Comput. Linguist. 30(3), 277\u2013308 (2004)","journal-title":"Comput. Linguist."},{"key":"179_CR37","doi-asserted-by":"crossref","unstructured":"Yu, H., Hatzivassiloglou, V.: Towards answering opinion questions: separating facts from opinions and identifying the polarity of opinion sentences. In: Proceedings of the 2003 Conference on Empirical Methods in Natural Language Processing, pp.\u00a0129\u2013136 (2003)","DOI":"10.3115\/1119355.1119372"},{"key":"179_CR38","doi-asserted-by":"crossref","unstructured":"Zhang, Z., Varadarajan, B.: Utility scoring of product reviews. In: CIKM, pp.\u00a051\u201357 (2006)","DOI":"10.1145\/1183614.1183626"},{"issue":"11","key":"179_CR39","doi-asserted-by":"crossref","first-page":"27","DOI":"10.1109\/MC.2002.1046970","volume":"35","author":"N Zhong","year":"2002","unstructured":"Zhong, N., Liu, J., Yao, Y.Y.: In search of the wisdom web. Computer 35(11), 27\u201331 (2002)","journal-title":"Computer"},{"issue":"3","key":"179_CR40","doi-asserted-by":"crossref","first-page":"89","DOI":"10.1145\/1226736.1226741","volume":"50","author":"N Zhong","year":"2007","unstructured":"Zhong, N., Liu, J., Yao, Y.: Envisioning intelligent information technologies through the prism of web intelligence. Commun. ACM 50(3), 89\u201394 (2007)","journal-title":"Commun. ACM"},{"key":"179_CR41","doi-asserted-by":"crossref","unstructured":"Zhong, N., Ma, J., Huang, R., Liu, J., Yao, Y., Zhang, Y., Chen, J.: Research challenges and perspectives on wisdom web of things (w2t). J. Supercomput 1\u201321 (2010). doi: 10.1007\/s11227-010-0518-8","DOI":"10.1007\/s11227-010-0518-8"},{"key":"179_CR42","doi-asserted-by":"crossref","unstructured":"Zhu, F., Zhang, X.(Michael): The influence of online consumer reviews on the demand for experience goods: the case of video games. In: International Conference on Information Systems (ICIS), pp.\u00a027\u201351 (2006)","DOI":"10.1111\/j.0022-1821.2005.00244.x"}],"container-title":["World Wide Web"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11280-012-0179-z.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11280-012-0179-z\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11280-012-0179-z","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,6,30]],"date-time":"2019-06-30T22:37:07Z","timestamp":1561934227000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11280-012-0179-z"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2012,7,18]]},"references-count":42,"journal-issue":{"issue":"4","published-print":{"date-parts":[[2013,7]]}},"alternative-id":["179"],"URL":"https:\/\/doi.org\/10.1007\/s11280-012-0179-z","relation":{},"ISSN":["1386-145X","1573-1413"],"issn-type":[{"value":"1386-145X","type":"print"},{"value":"1573-1413","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,7,18]]}}}