{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T13:27:04Z","timestamp":1742995624840,"version":"3.40.3"},"publisher-location":"Cham","reference-count":21,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319993645"},{"type":"electronic","value":"9783319993652"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"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":[[2018]]},"DOI":"10.1007\/978-3-319-99365-2_17","type":"book-chapter","created":{"date-parts":[[2018,8,11]],"date-time":"2018-08-11T09:15:03Z","timestamp":1533978903000},"page":"187-199","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":0,"title":["Understand and Assess People\u2019s Procrastination by Mining Computer Usage Log"],"prefix":"10.1007","author":[{"given":"Ming","family":"He","sequence":"first","affiliation":[]},{"given":"Yan","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Qi","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Yong","family":"Ge","sequence":"additional","affiliation":[]},{"given":"Enhong","family":"Chen","sequence":"additional","affiliation":[]},{"given":"Guiquan","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Lichao","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Xin","family":"Li","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,8,12]]},"reference":[{"key":"17_CR1","doi-asserted-by":"publisher","first-page":"25","DOI":"10.1007\/3-540-28349-8_2","volume-title":"Grouping Multidimensional Data","author":"P Berkhin","year":"2006","unstructured":"Berkhin, P.: A survey of clustering data mining techniques. In: Kogan, J., Nicholas, C., Teboulle, M. (eds.) Grouping Multidimensional Data, pp. 25\u201371. Springer, Heidelberg (2006). https:\/\/doi.org\/10.1007\/3-540-28349-8_2"},{"key":"17_CR2","volume-title":"Procrastination: Why You Do it, What to Do About it Now","author":"JB Burka","year":"2008","unstructured":"Burka, J.B., Yuen, L.M.: Procrastination: Why You Do it, What to Do About it Now. Da Capo Press, Cambridge (2008)"},{"key":"17_CR3","series-title":"The Springer Series in Social Clinical Psychology","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1007\/978-1-4899-0227-6_3","volume-title":"Procrastination and Task Avoidance","author":"JR Ferrari","year":"1995","unstructured":"Ferrari, J.R., Johnson, J.L., McCown, W.G.: Assessment of academic and everyday procrastination. Procrastination and Task Avoidance. The Springer Series in Social Clinical Psychology, pp. 47\u201370. Springer, Boston (1995). https:\/\/doi.org\/10.1007\/978-1-4899-0227-6_3"},{"issue":"4","key":"17_CR4","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1016\/S0167-9473(01)00065-2","volume":"38","author":"JH Friedman","year":"2002","unstructured":"Friedman, J.H.: Stochastic gradient boosting. Comput. Stat. Data Anal. 38(4), 367\u2013378 (2002)","journal-title":"Comput. Stat. Data Anal."},{"issue":"4","key":"17_CR5","doi-asserted-by":"publisher","first-page":"474","DOI":"10.1016\/0092-6566(86)90127-3","volume":"20","author":"CH Lay","year":"1986","unstructured":"Lay, C.H.: At last, my research article on procrastination. J. Res. pers. 20(4), 474\u2013495 (1986)","journal-title":"J. Res. pers."},{"key":"17_CR6","doi-asserted-by":"crossref","unstructured":"Liu, B., Xia, Y., Yu, P.S.: Clustering through decision tree construction. In: Proceedings of the Ninth International Conference on Information and Knowledge Management, pp. 20\u201329. ACM (2000)","DOI":"10.1145\/354756.354775"},{"issue":"2","key":"17_CR7","doi-asserted-by":"publisher","first-page":"278","DOI":"10.1109\/TKDE.2012.233","volume":"26","author":"Q Liu","year":"2014","unstructured":"Liu, Q., Chen, E., Xiong, H., Ge, Y., Li, Z., Wu, X.: A cocktail approach for travel package recommendation. Knowl. Data Eng. IEEE Trans. 26(2), 278\u2013293 (2014)","journal-title":"Knowl. Data Eng. IEEE Trans."},{"key":"17_CR8","doi-asserted-by":"crossref","unstructured":"Liu, Q., Zeng, X., Zhu, H., Chen, E., Xiong, H., Xie, X., et al.: Mining indecisiveness in customer behaviors. In: IEEE International Conference on 2015 Data Mining (ICDM), pp. 281\u2013290. IEEE (2015)","DOI":"10.1109\/ICDM.2015.78"},{"key":"17_CR9","unstructured":"MacQueen, J., et al.: Some methods for classification and analysis of multivariate observations. In: Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability, Oakland, vol. 1, pp. 281\u2013297 (1967)"},{"issue":"2","key":"17_CR10","doi-asserted-by":"publisher","first-page":"197","DOI":"10.1016\/0191-8869(89)90204-3","volume":"10","author":"W McCown","year":"1989","unstructured":"McCown, W., Johnson, J., Petzel, T.: Procrastination, a principal components analysis. Pers. Individ. Differ. 10(2), 197\u2013202 (1989)","journal-title":"Pers. Individ. Differ."},{"issue":"2","key":"17_CR11","doi-asserted-by":"publisher","first-page":"297","DOI":"10.1016\/j.paid.2004.04.009","volume":"38","author":"SM Moon","year":"2005","unstructured":"Moon, S.M., Illingworth, A.J.: Exploring the dynamic nature of procrastination: a latent growth curve analysis of academic procrastination. Pers. Individ. Differ. 38(2), 297\u2013309 (2005)","journal-title":"Pers. Individ. Differ."},{"key":"17_CR12","unstructured":"Procee, R., Kamphorst, B.A., Wissen, A.v., Meyer, J.J.C.: An agent-based model of procrastination. In: ECAI 2014\u201321st European Conference on Artificial Intelligence, 18\u201322 August 2014, Prague, Czech Republic-Including Prestigious Applications of Intelligent Systems (PAIS 2014), vol. 263, pp. 747\u2013752. IOS Press (2014)"},{"issue":"3","key":"17_CR13","doi-asserted-by":"publisher","first-page":"221","DOI":"10.1016\/S0020-7373(87)80053-6","volume":"27","author":"JR Quinlan","year":"1987","unstructured":"Quinlan, J.R.: Simplifying decision trees. Int. J. Man Mach. Stud. 27(3), 221\u2013234 (1987)","journal-title":"Int. J. Man Mach. Stud."},{"key":"17_CR14","doi-asserted-by":"crossref","unstructured":"Ross, D.: Economic models of procrastination. Legal Ethics (2010)","DOI":"10.1093\/acprof:oso\/9780195376685.003.0002"},{"issue":"1","key":"17_CR15","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1145\/584091.584093","volume":"5","author":"CE Shannon","year":"2001","unstructured":"Shannon, C.E.: A mathematical theory of communication. ACM SIGMOBILE Mob. Comput. Commun. Rev. 5(1), 3\u201355 (2001)","journal-title":"ACM SIGMOBILE Mob. Comput. Commun. Rev."},{"issue":"2","key":"17_CR16","doi-asserted-by":"publisher","first-page":"332","DOI":"10.1007\/s10618-012-0258-x","volume":"26","author":"K Sim","year":"2013","unstructured":"Sim, K., Gopalkrishnan, V., Zimek, A., Cong, G.: A survey on enhanced subspace clustering. Data Min. Knowl. Discov. 26(2), 332\u2013397 (2013)","journal-title":"Data Min. Knowl. Discov."},{"issue":"1","key":"17_CR17","doi-asserted-by":"publisher","first-page":"65","DOI":"10.1037\/0033-2909.133.1.65","volume":"133","author":"P Steel","year":"2007","unstructured":"Steel, P.: The nature of procrastination: a meta-analytic and theoretical review of quintessential self-regulatory failure. Psychol. Bull. 133(1), 65 (2007)","journal-title":"Psychol. Bull."},{"key":"17_CR18","unstructured":"Steel, P.: The procrastination equation: how to stop putting things off and start getting stuff done. Random House Canada (2010)"},{"key":"17_CR19","doi-asserted-by":"crossref","unstructured":"Wu, L., Liu, Q., Chen, E., Xie, X., Tan, C.: Product adoption rate prediction: a multi-factor view. In: Proceedings of the 2015 SIAM International Conference on Data Mining, pp. 154\u2013162. SIAM (2015)","DOI":"10.1137\/1.9781611974010.18"},{"key":"17_CR20","doi-asserted-by":"crossref","unstructured":"Ye, J., Chow, J.H., Chen, J., Zheng, Z.: Stochastic gradient boosted distributed decision trees. In: Proceedings of the 18th ACM Conference on Information and Knowledge Management, pp. 2061\u20132064. ACM (2009)","DOI":"10.1145\/1645953.1646301"},{"key":"17_CR21","doi-asserted-by":"publisher","first-page":"258","DOI":"10.1007\/978-3-319-32025-0_17","volume-title":"International Conference on Database Systems for Advanced Applications","author":"Y Zhu","year":"2016","unstructured":"Zhu, Y., Zhu, H., Liu, Q., Chen, E., Li, H., Zhao, H.: Exploring the procrastination of college students: a data-driven behavioral perspective. In: Navathe, S., Wu, W., Shekhar, S., Du, X., Wang, X., Xiong, H. (eds.) International Conference on Database Systems for Advanced Applications, vol. 9642, pp. 258\u2013273. Springer, Heidelberg (2016). https:\/\/doi.org\/10.1007\/978-3-319-32025-0_17"}],"container-title":["Lecture Notes in Computer Science","Knowledge Science, Engineering and Management"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-99365-2_17","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,7]],"date-time":"2024-03-07T17:37:39Z","timestamp":1709833059000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-99365-2_17"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319993645","9783319993652"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-99365-2_17","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"12 August 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"KSEM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Knowledge Science, Engineering and Management","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Changchun","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":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"17 August 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 August 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"ksem2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/ksem2018.venue.link\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"EasyChair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"262","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":"62","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":"26","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":"24% - 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":"3.1","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":"10","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)"}},{"value":"We have 3 reviews for 235 submissions, 4 reviews for 25 submissions and 5 review for 2 submissions.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}