{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,13]],"date-time":"2025-06-13T04:03:09Z","timestamp":1749787389645,"version":"3.41.0"},"publisher-location":"Cham","reference-count":17,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319491776"},{"type":"electronic","value":"9783319491783"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-319-49178-3_28","type":"book-chapter","created":{"date-parts":[[2016,11,9]],"date-time":"2016-11-09T02:17:26Z","timestamp":1478657846000},"page":"357-374","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Combining Social Balance Theory and Collaborative Filtering for Service Recommendation in Sparse Environment"],"prefix":"10.1007","author":[{"given":"Lianyong","family":"Qi","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wanchun","family":"Dou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xuyun","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,11,10]]},"reference":[{"key":"28_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/978-3-319-26979-5_7","volume-title":"Advances in Services Computing","author":"J Wang","year":"2015","unstructured":"Wang, J., Gao, P., Ma, Y., He, K.: Common topic group mining for web service discovery. In: Yao, L., Xie, X., Zhang, Q., Yang, L.T., Zomaya, A.Y., Jin, H. (eds.) APSCC 2015. LNCS, vol. 9464, pp. 92\u2013107. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-26979-5_7"},{"key":"28_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"222","DOI":"10.1007\/978-3-319-26979-5_16","volume-title":"Advances in Services Computing","author":"H Fei","year":"2015","unstructured":"Fei, H., Mo, T., Wang, Y., Wu, Z., Liu, Y., Kuang, L.: The searching ranking model based on the sharing and recommending mechanism of social network. In: Yao, L., Xie, X., Zhang, Q., Yang, L.T., Zomaya, A.Y., Jin, H. (eds.) APSCC 2015. LNCS, vol. 9464, pp. 222\u2013234. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-26979-5_16"},{"issue":"8","key":"28_CR3","doi-asserted-by":"publisher","first-page":"3833","DOI":"10.1016\/j.eswa.2015.01.005","volume":"42","author":"JJS Zapater","year":"2015","unstructured":"Zapater, J.J.S., Escriv\u00e1, D.M.L., Garc\u00eda, F.R.S., Dur\u00e1, J.J.M.: Semantic web service discovery system for road traffic information services. Expert Syst. Appl. 42(8), 3833\u20133842 (2015)","journal-title":"Expert Syst. Appl."},{"issue":"1\u20132","key":"28_CR4","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1007\/s00607-014-0413-x","volume":"98","author":"L Qi","year":"2016","unstructured":"Qi, L., Dou, W., Chen, J.: Weighted principal component analysis-based service selection method for multimedia services in cloud. Computing 98(1\u20132), 195\u2013214 (2016)","journal-title":"Computing"},{"key":"28_CR5","unstructured":"Breese, J.S., Heckerman, D., Kadie, C.: Empirical analysis of predictive algorithms for collaborative filtering. In: Proceedings of the Fourteenth Conference on Uncertainty in Artificial Intelligence, pp. 43\u201352. Morgan Kaufmann Publishers, San Francisco (1998)"},{"issue":"5","key":"28_CR6","doi-asserted-by":"publisher","first-page":"277","DOI":"10.1037\/h0046049","volume":"63","author":"D Cartwright","year":"1956","unstructured":"Cartwright, D., Harary, F.: Structural balance: a generalization of Heider\u2019s theory. Psychol. Rev. 63(5), 277 (1956)","journal-title":"Psychol. Rev."},{"key":"28_CR7","doi-asserted-by":"crossref","unstructured":"Sarwar, B., Karypis, G., Konstan J., et al.: Item-based collaborative filtering recommendation algorithms. In: 10th International Conference on World Wide Web, pp. 285\u2013295. ACM Press, New York (2001)","DOI":"10.1145\/371920.372071"},{"key":"28_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"48","DOI":"10.1007\/978-3-319-26979-5_4","volume-title":"Advances in Services Computing","author":"L Qi","year":"2015","unstructured":"Qi, L., Zhang, X., Wen, Y., Zhou, Y.: A social balance theory-based service recommendation approach. In: Yao, L., Xie, X., Zhang, Q., Yang, L.T., Zomaya, A.Y., Jin, H. (eds.) APSCC 2015. LNCS, vol. 9464, pp. 48\u201360. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-26979-5_4"},{"issue":"4","key":"28_CR9","first-page":"911","volume":"9","author":"Y Ma","year":"2016","unstructured":"Ma, Y., Wang, S., Hung, P.C., Hsu, C.H., Sun, Q., Yang, F.: A highly accurate prediction algorithm for unknown web service QoS values. IEEE T. Serv. Comput. 9(4), 911\u2013923 (2016)","journal-title":"IEEE T. Serv. Comput."},{"key":"28_CR10","doi-asserted-by":"crossref","unstructured":"Gong, M., Xu, Z., Xu, L., Li, Y., Chen, L.: Recommending web service based on user relationships and preferences. In: 20th IEEE International Conference on Web Services, pp. 380\u2013386. IEEE Press, New York (2013)","DOI":"10.1109\/ICWS.2013.58"},{"key":"28_CR11","unstructured":"MovieLens-1M Dataset. http:\/\/www.grouplens.org\/datasets\/movielens\/"},{"issue":"1","key":"28_CR12","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/0304-3800(93)90105-2","volume":"68","author":"D Mayer","year":"1993","unstructured":"Mayer, D., Butler, D.: Statistical validation. Ecol. Model. 68(1), 21\u201332 (1993)","journal-title":"Ecol. Model."},{"issue":"2","key":"28_CR13","doi-asserted-by":"publisher","first-page":"140","DOI":"10.1109\/TSC.2010.52","volume":"4","author":"Z Zheng","year":"2011","unstructured":"Zheng, Z., Ma, H., Lyu, M.R., King, I.: QoS-aware web service recommendation by collaborative filtering. IEEE Trans. Serv. Comput. 4(2), 140\u2013152 (2011)","journal-title":"IEEE Trans. Serv. Comput."},{"issue":"3","key":"28_CR14","doi-asserted-by":"publisher","first-page":"607","DOI":"10.1007\/s10115-012-0562-1","volume":"36","author":"J Cao","year":"2013","unstructured":"Cao, J., Wu, Z., Wang, Y., et al.: Hybrid collaborative filtering algorithm for bidirectional web service recommendation. Knowl. Inf. Syst. 36(3), 607\u2013627 (2013)","journal-title":"Knowl. Inf. Syst."},{"key":"28_CR15","doi-asserted-by":"crossref","unstructured":"Tang, M., Xu, Y., Liu, J., Zheng, Z., Liu, F.: Combining global and local trust for service recommendation. In: 21st IEEE International Conference on Web Services, pp. 305\u2013312. IEEE Press, New York (2014)","DOI":"10.1109\/ICWS.2014.52"},{"key":"28_CR16","doi-asserted-by":"crossref","unstructured":"Jiang, D., Guo, X., Gao, Y., Liu, J., Li, H., Cheng, N.: Locations recommendation based on check-in data from location-based social network. In: 22nd International Conference on Geoinformatics, pp. 1\u20134. IEEE Press, New York (2014)","DOI":"10.1109\/GEOINFORMATICS.2014.6950814"},{"key":"28_CR17","doi-asserted-by":"crossref","unstructured":"Cao, B., Liu, J., Tang, M., Zheng, Z., Wang, G.: mashup service recommendation based on user interest and social network. In: 20th IEEE International Conference on Web Services, pp. 99\u2013106. IEEE Press, New York (2013)","DOI":"10.1109\/ICWS.2013.23"}],"container-title":["Lecture Notes in Computer Science","Advances in Services Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-49178-3_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,12]],"date-time":"2025-06-12T05:15:55Z","timestamp":1749705355000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-49178-3_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783319491776","9783319491783"],"references-count":17,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-49178-3_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]},"assertion":[{"value":"10 November 2016","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"APSCC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asia-Pacific Services Computing Conference","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zhangjiajie","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":"2016","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 November 2016","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18 November 2016","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"10","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"apscc2016","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}