{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,25]],"date-time":"2025-03-25T21:52:53Z","timestamp":1742939573035,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":21,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789811958670"},{"type":"electronic","value":"9789811958687"}],"license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"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":[[2023]]},"DOI":"10.1007\/978-981-19-5868-7_51","type":"book-chapter","created":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T07:49:15Z","timestamp":1672559355000},"page":"693-702","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["TCRKDS: Towards Integration of Semantic Intelligence for Course Recommendation in Support of a Knowledge Driven Strategy"],"prefix":"10.1007","author":[{"given":"Harsh","family":"Shaw","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Gerard","family":"Deepak","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"A.","family":"Santhanavijayan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,1,1]]},"reference":[{"issue":"3","key":"51_CR1","doi-asserted-by":"publisher","first-page":"69","DOI":"10.4018\/IJWLTT.2018070105","volume":"13","author":"Z Gulzar","year":"2018","unstructured":"Gulzar Z, Leema AA (2018) Course recommendation based on query classification approach. Int J Web Based Learn Teach Technol (IJWLTT) 13(3):69\u201383","journal-title":"Int J Web Based Learn Teach Technol (IJWLTT)"},{"issue":"2","key":"51_CR2","doi-asserted-by":"publisher","first-page":"85","DOI":"10.4018\/IJICTE.2019040106","volume":"15","author":"Z Gulzar","year":"2019","unstructured":"Gulzar Z, Raj LA, Leema AA (2019) Ontology supported hybrid recommender system with threshold based nearest neighbourhood approach. Int J Inf Commun Technol Educ (IJICTE) 15(2):85\u2013107","journal-title":"Int J Inf Commun Technol Educ (IJICTE)"},{"key":"51_CR3","doi-asserted-by":"publisher","first-page":"449","DOI":"10.1016\/j.procs.2018.03.023","volume":"129","author":"J Lin","year":"2018","unstructured":"Lin J, Pu H, Li Y, Lian J (2018) Intelligent recommendation system for course selection in smart education. Proc Comput Sci 129:449\u2013453","journal-title":"Proc Comput Sci"},{"issue":"1","key":"51_CR4","doi-asserted-by":"publisher","first-page":"365","DOI":"10.11591\/ijeecs.v17.i1.pp365-371","volume":"17","author":"MS Sulaiman","year":"2020","unstructured":"Sulaiman MS, Tamizi AA, Shamsudin MR, Azmi A (2020) Course recommendation system using fuzzy logic approach. Indonesian J Electr Eng Comput Sci 17(1):365\u2013371","journal-title":"Indonesian J Electr Eng Comput Sci"},{"issue":"2","key":"51_CR5","first-page":"451","volume":"23","author":"P Singh","year":"2020","unstructured":"Singh P, Ahuja S, Jaitly V, Jain S (2020) A framework to alleviate common problems from recommender system: a case study for technical course recommendation. J Discrete Math Sci Crypt 23(2):451\u2013460","journal-title":"J Discrete Math Sci Crypt"},{"key":"51_CR6","doi-asserted-by":"crossref","unstructured":"Zhang J, Hao B, Chen B, Li C, Chen H, Sun J (2019) Hierarchical reinforcement learning for course recommendation in MOOCs. In: Proceedings of the AAAI conference on artificial intelligence, vol 33, pp 435\u2013442","DOI":"10.1609\/aaai.v33i01.3301435"},{"key":"51_CR7","doi-asserted-by":"publisher","first-page":"135","DOI":"10.1016\/j.ins.2018.02.053","volume":"444","author":"Y Zhou","year":"2018","unstructured":"Zhou Y, Huang C, Hu Q, Zhu J, Tang Y (2018) Personalized learning fullpath recommendation model based on LSTM neural networks. Inf Sci 444:135\u2013152","journal-title":"Inf Sci"},{"issue":"6","key":"51_CR8","doi-asserted-by":"publisher","first-page":"7051","DOI":"10.1007\/s11042-017-4620-2","volume":"77","author":"H Zhang","year":"2018","unstructured":"Zhang H, Huang T, Lv Z, Liu S, Zhou Z (2018) MCRS: a course recommendation system for MOOCs. Multimedia Tools Appl 77(6):7051\u20137069","journal-title":"Multimedia Tools Appl"},{"key":"51_CR9","doi-asserted-by":"crossref","unstructured":"Aher SB, Lobo L (2012) Best combination of machine learning algorithms for course recommendation system in e-learning. Int J Comput Appl 41(6)","DOI":"10.5120\/5542-7598"},{"key":"51_CR10","unstructured":"Huang C-Y, Chen R-C, Chen L-S (2013) Course-recommendation system based on ontology. In: 2013 International conference on machine learning and cybernetics, vol 3. IEEE, pp 1168\u20131173"},{"issue":"1","key":"51_CR11","first-page":"157","volume":"23","author":"G Deepak","year":"2020","unstructured":"Deepak G, Teja V, Santhanavijayan A (2020) A novel firefly driven scheme for resume parsing and matching based on entity linking paradigm. J Discrete Math Sci Crypt 23(1):157\u2013165","journal-title":"J Discrete Math Sci Crypt"},{"key":"51_CR12","doi-asserted-by":"crossref","unstructured":"Santhanavijayan A, Naresh Kumar D, Deepak G (2019) A novel hybridized strategy for machine translation of Indian languages. In: International conference on soft computing and signal processing. Springer, Singapore, pp 363\u2013370","DOI":"10.1007\/978-981-15-2475-2_34"},{"key":"51_CR13","doi-asserted-by":"crossref","unstructured":"Surya D, Deepak G, Santhanavijayan A (2021) KSTAR: a knowledge based approach for socially relevant term aggregation for web page recommendation. In: International conference on digital technologies and applications. Springer, Cham, pp 555\u2013564","DOI":"10.1007\/978-3-030-73882-2_50"},{"key":"51_CR14","doi-asserted-by":"crossref","unstructured":"Roopak N, Deepak G, Santhanavijayan A (2020) HCRDL: a hybridized approach for course recommendation using deep learning. In: International conference on intelligent systems design and applications. Springer, Cham, pp 1105\u20131113","DOI":"10.1007\/978-3-030-71187-0_102"},{"key":"51_CR15","doi-asserted-by":"crossref","unstructured":"Adithya V, Deepak G, Santhanavijayan A (2021) OntoBlogDis: a knowledge-centric ontology driven socially aware framework for influential blogger discovery. In: International conference on emerging trends and technologies on intelligent systems. Springer, Singapore, pp 37\u201347","DOI":"10.1007\/978-981-16-3097-2_4"},{"key":"51_CR16","doi-asserted-by":"crossref","unstructured":"Rithish H, Deepak G, Santhanavijayan A (2021) Automated assessment of question quality on online community forums. In: International conference on digital technologies and applications. Springer, Cham, pp 791\u2013800","DOI":"10.1007\/978-3-030-73882-2_72"},{"key":"51_CR17","doi-asserted-by":"crossref","unstructured":"Arulmozhivarman M, Deepak G (2021) OWLW: ontology focused user centric architecture for web service recommendation based on LSTM and whale optimization. In: European, Asian, Middle Eastern, North African conference on management & information systems. Springer, Cham, pp 334\u2013344","DOI":"10.1007\/978-3-030-77246-8_32"},{"key":"51_CR18","doi-asserted-by":"crossref","unstructured":"Manoj N, Deepak G (2021) ODFWR: an ontology driven framework for web service recommendation. In: Data science and security. Springer, Singapore, pp 150\u2013158","DOI":"10.1007\/978-981-16-4486-3_16"},{"key":"51_CR19","doi-asserted-by":"crossref","unstructured":"Srivastava RA, Deepak G (2021) PIREN: prediction of intermediary readers\u2019 emotion from news-articles. In: Data science and security. Springer, Singapore, pp 122\u2013130","DOI":"10.1007\/978-981-16-4486-3_13"},{"key":"51_CR20","doi-asserted-by":"crossref","unstructured":"Varghese L, Deepak G, Santhanavijayan A (2021) A fuzzy ontology driven integrated IoT approach for home automation. In: International conference on digital technologies and applications. Springer, Cham, pp 271\u2013277","DOI":"10.1007\/978-3-030-73882-2_25"},{"key":"51_CR21","doi-asserted-by":"crossref","unstructured":"Nandhakishore CS, Deepak G, Santhanavijayan A (2022) Conceptualization, visualization, and modeling of ontologies for elementary kinematics. In: Advanced computing and intelligent technologies. Springer, Singapore, pp 15\u201323","DOI":"10.1007\/978-981-16-2164-2_2"}],"container-title":["Lecture Notes in Electrical Engineering","Machine Learning, Image Processing, Network Security and Data Sciences"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-19-5868-7_51","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T08:49:26Z","timestamp":1672562966000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-19-5868-7_51"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"ISBN":["9789811958670","9789811958687"],"references-count":21,"URL":"https:\/\/doi.org\/10.1007\/978-981-19-5868-7_51","relation":{},"ISSN":["1876-1100","1876-1119"],"issn-type":[{"type":"print","value":"1876-1100"},{"type":"electronic","value":"1876-1119"}],"subject":[],"published":{"date-parts":[[2023]]},"assertion":[{"value":"1 January 2023","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}}]}}