{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T19:17:59Z","timestamp":1743016679084,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":34,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789819707362"},{"type":"electronic","value":"9789819707379"}],"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\/978-981-97-0737-9_19","type":"book-chapter","created":{"date-parts":[[2024,2,25]],"date-time":"2024-02-25T06:02:15Z","timestamp":1708840935000},"page":"194-209","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Research on Improving Higher Education Exam Quality Based on Weighted k-Medoids Clustering"],"prefix":"10.1007","author":[{"given":"Linshu","family":"Chen","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Tao","family":"Li","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Yuxiang","family":"Chen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Zhao","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Li","family":"Peng","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Shiwen","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Wei","family":"Liang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2024,2,26]]},"reference":[{"key":"19_CR1","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1007\/s11205-018-1927-y","volume":"146","author":"L Masserini","year":"2019","unstructured":"Masserini, L., Bini, M., Pratesi, M.: Do quality of services and institutional image impact students\u2019 satisfaction and loyalty in higher education? Soc. Indic. Res. 146, 91\u2013115 (2019)","journal-title":"Soc. Indic. Res."},{"issue":"1","key":"19_CR2","doi-asserted-by":"publisher","first-page":"58","DOI":"10.1080\/13538322.2019.1578069","volume":"25","author":"K Alzafari","year":"2019","unstructured":"Alzafari, K., Ursin, J.: Implementation of quality assurance standards in European higher education: does context matter? Qual. High. Educ. 25(1), 58\u201375 (2019)","journal-title":"Qual. High. Educ."},{"key":"19_CR3","first-page":"5","volume":"13","author":"M Guldora","year":"2022","unstructured":"Guldora, M., Mukhabat, K., Gulchekhra, A.: Creating a quality test for ESL and EFL students. Multidiscip. Int. J. Res. Lines Proj. 13, 5\u201310 (2022)","journal-title":"Multidiscip. Int. J. Res. Lines Proj."},{"issue":"1","key":"19_CR4","doi-asserted-by":"publisher","first-page":"175","DOI":"10.1162\/qjec.2010.125.1.175","volume":"125","author":"J Rothstein","year":"2010","unstructured":"Rothstein, J.: Teacher quality in educational production: tracking, decay, and student achievement. Q. J. Econ. 125(1), 175\u2013214 (2010)","journal-title":"Q. J. Econ."},{"key":"19_CR5","unstructured":"Shaturaev, J.: Indonesia: superior policies and management for better education (Community development through Education). Apx\u0438\u0432 \u043day\u0447\u043d\u044bx \u0438cc\u043be\u0434o\u0432a\u043d\u0438\u0439 1(1) (2021)"},{"key":"19_CR6","doi-asserted-by":"crossref","unstructured":"Bagdasarian, I., Stupina, A., Vasileva, Z., Shmeleva, Z., Korpacheva, L.: Accreditation of the university education as a guarantee of the competencies quality in the labor market. In: 19th International Multidisciplinary Scientific GeoConference SGEM, vol. 19, no. 5.4, pp. 3\u20138 (2019)","DOI":"10.5593\/sgem2019\/5.4\/S22.001"},{"key":"19_CR7","doi-asserted-by":"crossref","unstructured":"Cai, J., Liang, W., Li, X., Li, K., Gui, Z., Khan, M.K.: GTxChain: a secure IoT smart blockchain architecture based on graph neural network. IEEE Internet Things J. (2023)","DOI":"10.1109\/JIOT.2023.3296469"},{"issue":"11","key":"19_CR8","doi-asserted-by":"publisher","first-page":"5198","DOI":"10.3390\/s23115198","volume":"23","author":"Y Gong","year":"2023","unstructured":"Gong, Y., et al.: VASERP: an adaptive, lightweight, secure, and efficient RFID-based authentication scheme for IoV. Sensors 23(11), 5198 (2023)","journal-title":"Sensors"},{"key":"19_CR9","doi-asserted-by":"crossref","unstructured":"Liang, W., et al.: PDPChain: a consortium blockchain-based privacy protection scheme for personal data. IEEE Trans. Reliab. (2022)","DOI":"10.1109\/TR.2022.3190932"},{"issue":"10","key":"19_CR10","doi-asserted-by":"publisher","first-page":"2248","DOI":"10.3390\/math11102248","volume":"11","author":"S Zhou","year":"2023","unstructured":"Zhou, S., Li, K., Xiao, L., Cai, J., Liang, W., Castiglione, A.: A systematic review of consensus mechanisms in blockchain. Mathematics 11(10), 2248 (2023)","journal-title":"Mathematics"},{"issue":"2","key":"19_CR11","doi-asserted-by":"publisher","first-page":"1747","DOI":"10.1109\/TII.2022.3204034","volume":"19","author":"J Long","year":"2022","unstructured":"Long, J., Liang, W., Li, K.C., Wei, Y., Marino, M.D.: A regularized cross-layer ladder network for intrusion detection in industrial internet of things. IEEE Trans. Industr. Inf. 19(2), 1747\u20131755 (2022)","journal-title":"IEEE Trans. Industr. Inf."},{"issue":"10","key":"19_CR12","doi-asserted-by":"publisher","first-page":"7118","DOI":"10.1109\/TII.2021.3129631","volume":"18","author":"Z Xu","year":"2021","unstructured":"Xu, Z., Liang, W., Li, K.C., Xu, J., Zomaya, A.Y., Zhang, J.: A time-sensitive token-based anonymous authentication and dynamic group key agreement scheme for industry 5.0. IEEE Trans. Industr. Inf. 18(10), 7118\u20137127 (2021)","journal-title":"IEEE Trans. Industr. Inf."},{"issue":"1","key":"19_CR13","doi-asserted-by":"publisher","first-page":"904","DOI":"10.1109\/TITS.2022.3140229","volume":"24","author":"C Diao","year":"2022","unstructured":"Diao, C., Zhang, D., Liang, W., Li, K.C., Hong, Y., Gaudiot, J.L.: A novel spatial-temporal multi-scale alignment graph neural network security model for vehicles prediction. IEEE Trans. Intell. Transp. Syst. 24(1), 904\u2013914 (2022)","journal-title":"IEEE Trans. Intell. Transp. Syst."},{"key":"19_CR14","doi-asserted-by":"crossref","unstructured":"Liang, W., et al.: Spatial-temporal aware inductive graph neural network for C-ITS data recovery. IEEE Trans. Intell. Transp. Syst. (2022)","DOI":"10.1109\/TITS.2022.3156266"},{"key":"19_CR15","doi-asserted-by":"crossref","unstructured":"Li, Y., Liang, W., Xie, K., Zhang, D., Xie, S., Li, K.C.: LightNestle: quick and accurate neural sequential tensor completion via meta learning. In: IEEE INFOCOM 2023-IEEE Conference on Computer Communications, pp. 1\u201310 (2023)","DOI":"10.1109\/INFOCOM53939.2023.10228967"},{"key":"19_CR16","doi-asserted-by":"crossref","unstructured":"Xiong, N., et al.: A self-tuning failure detection scheme for cloud computing service. In: 2012 IEEE 26th International Parallel and Distributed Processing Symposium, pp. 668\u2013679 (2012)","DOI":"10.1109\/IPDPS.2012.126"},{"key":"19_CR17","doi-asserted-by":"publisher","first-page":"541","DOI":"10.1007\/s11042-013-1378-z","volume":"72","author":"Z Wan","year":"2014","unstructured":"Wan, Z., Xiong, N., Ghani, N., Vasilakos, A.V., Zhou, L.: Adaptive unequal protection for wireless video transmission over IEEE 802.11 e networks. Multimedia Tools Appl. 72, 541\u2013571 (2014)","journal-title":"Multimedia Tools Appl."},{"issue":"18","key":"19_CR18","doi-asserted-by":"publisher","first-page":"3294","DOI":"10.1049\/iet-com.2011.0293","volume":"6","author":"N Xiong","year":"2012","unstructured":"Xiong, N., Han, W., Vandenberg, A.: Vandenberg AGreen cloud computing schemes based on networks: a survey. IET Commun. 6(18), 3294\u20133300 (2012)","journal-title":"IET Commun."},{"issue":"1","key":"19_CR19","doi-asserted-by":"publisher","first-page":"99","DOI":"10.1109\/TSC.2017.2686390","volume":"13","author":"B Cao","year":"2017","unstructured":"Cao, B., Liu, X.F., Rahman, M.M., Li, B., Liu, J., Tang, M.: Integrated content and network-based service clustering and web APIs recommendation for mashup development. IEEE Trans. Serv. Comput. 13(1), 99\u2013113 (2017)","journal-title":"IEEE Trans. Serv. Comput."},{"key":"19_CR20","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1016\/j.jpdc.2018.04.002","volume":"132","author":"B Cao","year":"2019","unstructured":"Cao, B., Liu, J., Wen, Y., Li, H., Xiao, Q., Chen, J.: Qos-aware service recommendation based on relational topic model and factorization machines for IoT mashup applications. J. Parallel Distrib. Comput. 132, 177\u2013189 (2019)","journal-title":"J. Parallel Distrib. Comput."},{"key":"19_CR21","doi-asserted-by":"publisher","first-page":"40","DOI":"10.1016\/j.infsof.2017.05.001","volume":"90","author":"B Cao","year":"2017","unstructured":"Cao, B., Liu, X.F., Liu, J., Tang, M.: Domain-aware mashup service clustering based on LDA topic model from multiple data sources. Inf. Softw. Technol. 90, 40\u201354 (2017)","journal-title":"Inf. Softw. Technol."},{"key":"19_CR22","doi-asserted-by":"crossref","unstructured":"Wang, X., Bai, L., Mausler, B., Singh, P.: A novel conditional anonymity scheme for vehicular communication networks. Int. J. Commun. Syst. 35(12), e4130 (2019)","DOI":"10.1002\/dac.4130"},{"key":"19_CR23","doi-asserted-by":"publisher","first-page":"249","DOI":"10.32604\/cmc.2019.04088","volume":"58","author":"X Wang","year":"2019","unstructured":"Wang, X., Jiang, J., Zhao, S., Bai, L.: A fair blind signature scheme to revoke malicious vehicles in VANETs. Comput. Mater. Continua 58, 249\u2013262 (2019)","journal-title":"Comput. Mater. Continua"},{"key":"19_CR24","doi-asserted-by":"publisher","first-page":"15991","DOI":"10.1109\/ACCESS.2017.2654247","volume":"5","author":"A Dutt","year":"2017","unstructured":"Dutt, A., Ismail, M.A., Herawan, T.: A systematic review on educational data mining. IEEE Access 5, 15991\u201316005 (2017)","journal-title":"IEEE Access"},{"key":"19_CR25","doi-asserted-by":"publisher","first-page":"177","DOI":"10.1016\/j.compedu.2017.05.007","volume":"113","author":"R Asif","year":"2017","unstructured":"Asif, R., Merceron, A., Ali, S.A., Haider, N.G.: Analyzing undergraduate students\u2019 performance using educational data mining. Comput. Educ. 113, 177\u2013194 (2017)","journal-title":"Comput. Educ."},{"issue":"4","key":"19_CR26","doi-asserted-by":"publisher","first-page":"1432","DOI":"10.1016\/j.eswa.2013.08.042","volume":"41","author":"A Pe\u00f1a-Ayala","year":"2014","unstructured":"Pe\u00f1a-Ayala, A.: Educational data mining: a survey and a data mining-based analysis of recent works. Expert Syst. Appl. 41(4), 1432\u20131462 (2014)","journal-title":"Expert Syst. Appl."},{"key":"19_CR27","doi-asserted-by":"crossref","unstructured":"Yao, Y.: Perspectives of granular computing. In: 2005 IEEE International Conference on granular Computing, vol. 1, pp. 85\u201390 (2005)","DOI":"10.1109\/GRC.2005.1547239"},{"key":"19_CR28","doi-asserted-by":"publisher","unstructured":"Liu, H., Cocea, M.: Granular Computing Based Machine Learning: A Big Data Processing Approach, vol. 35. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-70058-8","DOI":"10.1007\/978-3-319-70058-8"},{"issue":"1","key":"19_CR29","doi-asserted-by":"publisher","first-page":"135","DOI":"10.32604\/cmc.2019.05687","volume":"59","author":"X Wang","year":"2019","unstructured":"Wang, X., Song, W., Zhang, B., Mausler, B., Jiang, F.: An early warning system for curved road based on ov7670 image acquisition and stm32. Comput. Mater. Continua 59(1), 135\u2013147 (2019)","journal-title":"Comput. Mater. Continua"},{"issue":"15","key":"19_CR30","doi-asserted-by":"publisher","first-page":"6331","DOI":"10.1007\/s00500-018-3287-6","volume":"23","author":"X Wang","year":"2018","unstructured":"Wang, X., Yu, F., Pedrycz, W., Wang, J.: Hierarchical clustering of unequal-length time series with area-based shape distance. Soft. Comput. 23(15), 6331\u20136343 (2018). https:\/\/doi.org\/10.1007\/s00500-018-3287-6","journal-title":"Soft. Comput."},{"issue":"1","key":"19_CR31","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1142\/S0218488523500083","volume":"31","author":"L Chen","year":"2023","unstructured":"Chen, L., Shen, F., Tang, Y., Wang, X., Wang, J.: Algebraic structure based clustering method from granular computing prospective. Int. J. Uncertain. Fuzziness Knowl.-Based Syst. 31(1), 121\u2013140 (2023)","journal-title":"Int. J. Uncertain. Fuzziness Knowl.-Based Syst."},{"key":"19_CR32","doi-asserted-by":"publisher","first-page":"68118","DOI":"10.1109\/ACCESS.2021.3077409","volume":"9","author":"L Chen","year":"2021","unstructured":"Chen, L., Zhao, L., Xiao, Z., Liu, Y., Wang, J.: A granular computing based classification method from algebraic granule structure. IEEE Access 9, 68118\u201368126 (2021)","journal-title":"IEEE Access"},{"issue":"6","key":"19_CR33","doi-asserted-by":"publisher","first-page":"1109","DOI":"10.1049\/cje.2016.08.001","volume":"25","author":"L Chen","year":"2016","unstructured":"Chen, L., Wang, J., Li, L.: The models of granular system and algebraic quotient space in granular computing. Chin. J. Electron. 25(6), 1109\u20131113 (2016)","journal-title":"Chin. J. Electron."},{"issue":"1","key":"19_CR34","doi-asserted-by":"publisher","first-page":"136","DOI":"10.1049\/cje.2018.09.006","volume":"28","author":"L Chen","year":"2019","unstructured":"Chen, L., Wang, J., Wang, W., Li, L.: A new granular computing model based on algebraic structure. Chin. J. Electron. 28(1), 136\u2013142 (2019)","journal-title":"Chin. J. Electron."}],"container-title":["Communications in Computer and Information Science","Computer Science and Education. Educational Digitalization"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-97-0737-9_19","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,25]],"date-time":"2024-02-25T06:12:42Z","timestamp":1708841562000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-97-0737-9_19"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"ISBN":["9789819707362","9789819707379"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-981-97-0737-9_19","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2024]]},"assertion":[{"value":"26 February 2024","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICCSE","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Computer Science and Education","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Sepang","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Malaysia","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":"1 December 2023","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 December 2023","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"18","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"iccse12023","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ieee-iccse.org","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Double-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EquinOCS, EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"305","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":"106","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":"36","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":"35% - 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":"6","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)"}}]}}