{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T04:35:11Z","timestamp":1750221311865,"version":"3.41.0"},"publisher-location":"New York, NY, USA","reference-count":22,"publisher":"ACM","license":[{"start":{"date-parts":[[2017,11,16]],"date-time":"2017-11-16T00:00:00Z","timestamp":1510790400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2017,11,16]]},"DOI":"10.1145\/3136560.3136597","type":"proceedings-article","created":{"date-parts":[[2017,11,17]],"date-time":"2017-11-17T14:02:08Z","timestamp":1510927328000},"page":"1-5","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":3,"title":["Introducing Data mining for Predicting trends in School Education of Pakistan"],"prefix":"10.1145","author":[{"given":"Muhammad","family":"Asim","sequence":"first","affiliation":[{"name":"Department of Electrical Engineering, Information Technology University, Lahore, Pakistan and Dept. of Elect. Engg., ITU, Lahore"}]},{"given":"Fahad","family":"Shamshad","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Information Technology University, Lahore, Pakistan and Dept. of Elect. Engg., ITU, Lahore"}]},{"given":"Muhammad","family":"Awais","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Information Technology University, Lahore, Pakistan and Dept. of Elect. Engg., ITU, Lahore"}]},{"given":"Ali","family":"Ahmed","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering, Information Technology University, Lahore, Pakistan and Dept. of Elect. Engg., ITU, Lahore"}]}],"member":"320","published-online":{"date-parts":[[2017,11,16]]},"reference":[{"key":"e_1_3_2_1_1_1","unstructured":"1993. NEMIS. http:\/\/http:\/\/library.aepam.edu.pk\/. (1993)."},{"key":"e_1_3_2_1_2_1","unstructured":"2010. ASER. http:\/\/www.aserpakistan.org. (2010)."},{"key":"e_1_3_2_1_3_1","unstructured":"2011. EDM. http:\/\/www.educationaldatamining.org. (2011)."},{"key":"e_1_3_2_1_4_1","unstructured":"2013. Alifailaan. http:\/\/www.alifailaan.pk. (2013)."},{"key":"e_1_3_2_1_5_1","unstructured":"2013. PMIU. http:\/\/open.punjab.gov.pk\/schools\/. (2013)."},{"key":"e_1_3_2_1_6_1","volume-title":"ICERI2012 Proceedings. IATED, 5121--5129","author":"Asif R","year":"2012","unstructured":"R Asif, A Merceron, and MK Pathan. 2012. Mining student's admission data and predicting student's performance using decision trees. In ICERI2012 Proceedings. IATED, 5121--5129."},{"key":"e_1_3_2_1_7_1","doi-asserted-by":"crossref","unstructured":"RSJD Baker et al. 2010. Data mining for education. International encyclopedia of education 7 3 (2010) 112--118.","DOI":"10.1016\/B978-0-08-044894-7.01318-X"},{"key":"e_1_3_2_1_8_1","volume-title":"AeroSense","author":"Becker Karin","year":"2000","unstructured":"Karin Becker, Cinara G Ghedini, and Egidio L Terra. 2000. Using KDD to analyze the impact of curriculum revisions in a Brazilian university. In AeroSense 2000. International Society for Optics and Photonics, 412--419."},{"key":"e_1_3_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/3041021.3054164"},{"key":"e_1_3_2_1_10_1","volume-title":"Maizatul Akmar Ismail, and Tutut Herawan","author":"Dutt Ashish","year":"2017","unstructured":"Ashish Dutt, Maizatul Akmar Ismail, and Tutut Herawan. 2017. A Systematic Review on Educational Data Mining. IEEE Access (2017)."},{"key":"e_1_3_2_1_11_1","unstructured":"Rosta Farzan. 2004. Adaptive socio-recommender system for open-corpus e-learning. In doctoral consortium of the third international conference on adaptive hypermedia and adaptive web-based systems."},{"key":"e_1_3_2_1_12_1","volume-title":"Information Technology Interfaces, 2004. 26th International Conference on. IEEE, 233--242","author":"Grob Heinz Lothar","year":"2004","unstructured":"Heinz Lothar Grob, Frank Bensberg, and Firoz Kaderali. 2004. Controlling open source intermediaries-a web log mining approach. In Information Technology Interfaces, 2004. 26th International Conference on. IEEE, 233--242."},{"key":"e_1_3_2_1_13_1","volume-title":"International conference on intelligent tutoring systems, workshop analyzing student tutor interaction logs to improve educational outcomes","author":"Heraud Jean-Mathias","year":"2004","unstructured":"Jean-Mathias Heraud, Laure France, and Alain Mille. 2004. Pixed: An ITS that guides students with the help of learners' interaction log. In International conference on intelligent tutoring systems, workshop analyzing student tutor interaction logs to improve educational outcomes. Maceio, Brazil. 57--64."},{"key":"e_1_3_2_1_14_1","unstructured":"Claus Pahl and David Donnellan. 2002. Data mining technology for the evaluation of web-based teaching and learning systems. (2002)."},{"key":"e_1_3_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.2190\/NLR6-K355-LAQY-U01D"},{"key":"e_1_3_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2013.08.042"},{"key":"e_1_3_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2006.04.005"},{"key":"e_1_3_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2010.2053532"},{"key":"e_1_3_2_1_19_1","volume-title":"Workshop on artificial intelligence in CSCL. 16th European conference on artificial intelligence. 17--23","author":"Talavera Luis","year":"2004","unstructured":"Luis Talavera and Elena Gaudioso. 2004. Mining student data to characterize similar behavior groups in unstructured collaboration spaces. In Workshop on artificial intelligence in CSCL. 16th European conference on artificial intelligence. 17--23."},{"key":"e_1_3_2_1_20_1","doi-asserted-by":"publisher","unstructured":"Tiffany Ya Tang Gordon McCalla et al. 2002. Student modeling for a web-based learning environment: a data mining approach. In AAAI\/IAAI. 967--968.","DOI":"10.5555\/777092.777246"},{"key":"e_1_3_2_1_21_1","volume-title":"Performance Analysis and Prediction in Educational Data Mining: A Research Travelogue. arXiv preprint arXiv:1509.05176","author":"Thakar Pooja","year":"2015","unstructured":"Pooja Thakar. 2015. Performance Analysis and Prediction in Educational Data Mining: A Research Travelogue. arXiv preprint arXiv:1509.05176 (2015)."},{"key":"e_1_3_2_1_22_1","volume-title":"Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO), 2016 5th International Conference on. IEEE, 258--261","author":"Udupi Prakash Kumar","year":"2016","unstructured":"Prakash Kumar Udupi, Nisha Sharma, and SK Jha. 2016. Educational data mining and big data framework for e-learning environment. In Reliability, Infocom Technologies and Optimization (Trends and Future Directions)(ICRITO), 2016 5th International Conference on. IEEE, 258--261."}],"event":{"name":"ICTD '17: Ninth International Conference on Information and Communication Technologies and Development","acronym":"ICTD '17","location":"Lahore Pakistan"},"container-title":["Proceedings of the Ninth International Conference on Information and Communication Technologies and Development"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3136560.3136597","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3136560.3136597","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T02:13:37Z","timestamp":1750212817000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3136560.3136597"}},"subtitle":["Preliminary results and Future Directions"],"short-title":[],"issued":{"date-parts":[[2017,11,16]]},"references-count":22,"alternative-id":["10.1145\/3136560.3136597","10.1145\/3136560"],"URL":"https:\/\/doi.org\/10.1145\/3136560.3136597","relation":{},"subject":[],"published":{"date-parts":[[2017,11,16]]},"assertion":[{"value":"2017-11-16","order":3,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}