{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T04:49:49Z","timestamp":1750308589719,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":19,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,5,12]],"date-time":"2017-05-12T00:00:00Z","timestamp":1494547200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"funder":[{"name":"National Basic Research Program of China (973)","award":["2015CB352200"],"award-info":[{"award-number":["2015CB352200"]}]},{"name":"Joint Fund of the National Natural Science Foundation of China","award":["U1201252"],"award-info":[{"award-number":["U1201252"]}]},{"name":"Science Fund for Creative Research Groups of China","award":["61421091"],"award-info":[{"award-number":["61421091"]}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,5,12]]},"DOI":"10.1145\/3063955.3063971","type":"proceedings-article","created":{"date-parts":[[2017,5,8]],"date-time":"2017-05-08T12:26:53Z","timestamp":1494246413000},"page":"1-6","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":4,"title":["Using coursera clickstream data to improve online education for software engineering"],"prefix":"10.1145","author":[{"given":"Yanchun","family":"Sun","sequence":"first","affiliation":[{"name":"Peking University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Chao","family":"Xin","sequence":"additional","affiliation":[{"name":"Peking University, Beijing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2017,5,12]]},"reference":[{"key":"e_1_3_2_1_1_1","volume-title":"Encyclopedia of Computer Science and Techonolgy","author":"Xiaoxiang Zhang","year":"2005","unstructured":"Xiaoxiang Zhang . Encyclopedia of Computer Science and Techonolgy ( Second Edition). Tsinghua University Press , Beijing, China , 2005 . Xiaoxiang Zhang. Encyclopedia of Computer Science and Techonolgy (Second Edition). Tsinghua University Press, Beijing, China, 2005."},{"key":"e_1_3_2_1_2_1","volume-title":"Proceedings of the 40th IEEE Computer Society International Conference on Computers, Software & Applications","author":"Yanchun Sun","year":"2016","unstructured":"Yanchun Sun , Zijian Qiao, Dejian Chen , Chao Xin, Wenpin Jiao . An Approach to Using Existing Online Education Tools to Support Practical Education on MOOCs . In Proceedings of the 40th IEEE Computer Society International Conference on Computers, Software & Applications , Atlanta, Georgia, USA, June 10--14 , 2016 . Yanchun Sun, Zijian Qiao, Dejian Chen, Chao Xin, Wenpin Jiao. An Approach to Using Existing Online Education Tools to Support Practical Education on MOOCs. In Proceedings of the 40th IEEE Computer Society International Conference on Computers, Software & Applications, Atlanta, Georgia, USA, June 10--14, 2016."},{"key":"e_1_3_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/CSEET.2011.5876132"},{"volume-title":"Proceedings of the 7th International Conference on Computer Science & Education (ICCSE). IEEE","author":"Sun Y","key":"e_1_3_2_1_4_1","unstructured":"Sun Y , Liu X. Educating students by \"real-world\" software engineering practice---Designing software engineering practice course . In Proceedings of the 7th International Conference on Computer Science & Education (ICCSE). IEEE , 2012: 1356--1359. Sun Y, Liu X. Educating students by \"real-world\" software engineering practice---Designing software engineering practice course. In Proceedings of the 7th International Conference on Computer Science & Education (ICCSE). IEEE, 2012: 1356--1359."},{"key":"e_1_3_2_1_5_1","volume-title":"Your click decides your fate: Inferring information processing and attrition behavior from mooc video clickstream interactions{J}. arXiv preprint arXiv:1407.7131","author":"Sinha T","year":"2014","unstructured":"Sinha T , Jermann P , Li N , Your click decides your fate: Inferring information processing and attrition behavior from mooc video clickstream interactions{J}. arXiv preprint arXiv:1407.7131 , 2014 . Sinha T, Jermann P, Li N, et al. Your click decides your fate: Inferring information processing and attrition behavior from mooc video clickstream interactions{J}. arXiv preprint arXiv:1407.7131, 2014."},{"volume-title":"Proceedings of the Empirical Methods in Natural Language Processing (EMNLP) 2014 Workshop on Analysis of Large Scale Social Interaction in MOOC","author":"Kloft M","key":"e_1_3_2_1_6_1","unstructured":"Kloft M , Stiehler F , Zheng Z , Predicting MOOC dropout over weeks using machine learning methods . In Proceedings of the Empirical Methods in Natural Language Processing (EMNLP) 2014 Workshop on Analysis of Large Scale Social Interaction in MOOC , 2014: 60--65. Kloft M, Stiehler F, Zheng Z, et al. Predicting MOOC dropout over weeks using machine learning methods. In Proceedings of the Empirical Methods in Natural Language Processing (EMNLP) 2014 Workshop on Analysis of Large Scale Social Interaction in MOOC, 2014: 60--65."},{"volume-title":"Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)","author":"Ros\u00e9 C P","key":"e_1_3_2_1_7_1","unstructured":"Ros\u00e9 C P , Siemens G. Shared task on prediction of dropout over time in massively open online courses . In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP) , 2014: 39--41. Ros\u00e9 C P, Siemens G. Shared task on prediction of dropout over time in massively open online courses. In Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP), 2014: 39--41."},{"key":"e_1_3_2_1_8_1","volume-title":"Capturing\" attrition intensifying\" structural traits from didactic interaction sequences of MOOC learners{J}. arXiv preprint arXiv:1409.5887","author":"Sinha T","year":"2014","unstructured":"Sinha T , Li N , Jermann P , Capturing\" attrition intensifying\" structural traits from didactic interaction sequences of MOOC learners{J}. arXiv preprint arXiv:1409.5887 , 2014 . Sinha T, Li N, Jermann P, et al. Capturing\" attrition intensifying\" structural traits from didactic interaction sequences of MOOC learners{J}. arXiv preprint arXiv:1409.5887, 2014."},{"volume-title":"Proceedings of 2015 IEEE Conference on Computer Communications (INFOCOM)","author":"Brinton C G","key":"e_1_3_2_1_9_1","unstructured":"Brinton C G , Chiang M. Mooc performance prediction via clickstream data and social learning networks . In Proceedings of 2015 IEEE Conference on Computer Communications (INFOCOM) , 2015: 2299--2307. Brinton C G, Chiang M. Mooc performance prediction via clickstream data and social learning networks. In Proceedings of 2015 IEEE Conference on Computer Communications (INFOCOM), 2015: 2299--2307."},{"key":"e_1_3_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2546228"},{"key":"e_1_3_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/2876034.2893444"},{"key":"e_1_3_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/2661829.2662033"},{"key":"e_1_3_2_1_13_1","volume-title":"Capturing \"attrition intensifying\" structural traits from didactic interaction sequences of MOOC learners{J}. arXiv preprint arXiv:1409.5887","author":"Sinha T","year":"2014","unstructured":"Sinha T , Li N , Jermann P , Capturing \"attrition intensifying\" structural traits from didactic interaction sequences of MOOC learners{J}. arXiv preprint arXiv:1409.5887 , 2014 . Sinha T, Li N, Jermann P, et al. Capturing \"attrition intensifying\" structural traits from didactic interaction sequences of MOOC learners{J}. arXiv preprint arXiv:1409.5887, 2014."},{"key":"e_1_3_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1109\/MCG.2015.137"},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556325.2566237"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/2556325.2567855"},{"key":"e_1_3_2_1_17_1","volume-title":"Displaying Teacher's Gaze in a MOOC: Effects on Students' Video Navigation Patterns{M}\/\/Design for Teaching and Learning in a Networked World","author":"Sharma K","year":"2015","unstructured":"Sharma K , Jermann P , Dillenbourg P. Displaying Teacher's Gaze in a MOOC: Effects on Students' Video Navigation Patterns{M}\/\/Design for Teaching and Learning in a Networked World . Springer International Publishing , 2015 : 325--338. Sharma K, Jermann P, Dillenbourg P. Displaying Teacher's Gaze in a MOOC: Effects on Students' Video Navigation Patterns{M}\/\/Design for Teaching and Learning in a Networked World. Springer International Publishing, 2015: 325--338."},{"volume-title":"Proceedings of 2016 IEEE 16th International Conference on Advanced Learning Technologies(ICALT), IEEE","author":"Chang H M","key":"e_1_3_2_1_18_1","unstructured":"Chang H M , Kuo T M L , Chen S C , Developing a Data-Driven Learning Interest Recommendation System to Promoting Self-Paced Learning on MOOCs . In Proceedings of 2016 IEEE 16th International Conference on Advanced Learning Technologies(ICALT), IEEE , 2016: 23--25. Chang H M, Kuo T M L, Chen S C, et al. Developing a Data-Driven Learning Interest Recommendation System to Promoting Self-Paced Learning on MOOCs. In Proceedings of 2016 IEEE 16th International Conference on Advanced Learning Technologies(ICALT), IEEE, 2016: 23--25."},{"key":"e_1_3_2_1_19_1","volume-title":"MOOC video interaction patterns: What do they tell us?{M}\/\/Design for teaching and learning in a networked world","author":"Li N","year":"2015","unstructured":"Li N , Kidzi\u0144ski \u0141, Jermann P , MOOC video interaction patterns: What do they tell us?{M}\/\/Design for teaching and learning in a networked world . Springer International Publishing , 2015 : 197--210. Li N, Kidzi\u0144ski \u0141, Jermann P, et al. MOOC video interaction patterns: What do they tell us?{M}\/\/Design for teaching and learning in a networked world. Springer International Publishing, 2015: 197--210."}],"event":{"name":"ACM TUR-C '17: ACM Turing 50th Celebration Conference - China","acronym":"ACM TUR-C '17","location":"Shanghai China"},"container-title":["Proceedings of the ACM Turing 50th Celebration Conference - China"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3063955.3063971","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3063955.3063971","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T19:05:19Z","timestamp":1750273519000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3063955.3063971"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,5,12]]},"references-count":19,"alternative-id":["10.1145\/3063955.3063971","10.1145\/3063955"],"URL":"https:\/\/doi.org\/10.1145\/3063955.3063971","relation":{},"subject":[],"published":{"date-parts":[[2017,5,12]]},"assertion":[{"value":"2017-05-12","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}