{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,8,22]],"date-time":"2025-08-22T05:08:39Z","timestamp":1755839319225,"version":"3.40.3"},"publisher-location":"Cham","reference-count":14,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783031059803"},{"type":"electronic","value":"9783031059810"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-3-031-05981-0_9","type":"book-chapter","created":{"date-parts":[[2022,5,9]],"date-time":"2022-05-09T12:02:50Z","timestamp":1652097770000},"page":"105-118","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Estimating Skill Proficiency from\u00a0Resumes"],"prefix":"10.1007","author":[{"given":"Anindita Sinha","family":"Banerjee","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Sachin","family":"Pawar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Girish K.","family":"Palshikar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Devavrat","family":"Thosar","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jyoti","family":"Bhat","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Payodhi","family":"Mandloi","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2022,5,10]]},"reference":[{"issue":"4","key":"9_CR1","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1007\/BF01099821","volume":"4","author":"AT Corbett","year":"1994","unstructured":"Corbett, A.T., Anderson, J.R.: Knowledge tracing: modeling the acquisition of procedural knowledge. User Model. User-Adap. Inter. 4(4), 253\u2013278 (1994)","journal-title":"User Model. User-Adap. Inter."},{"key":"9_CR2","doi-asserted-by":"crossref","unstructured":"Gugnani, A., Kasireddy, V.K.R., Ponnalagu, K.: Generating unified candidate skill graph for career path recommendation. In: 2018 IEEE International Conference on Data Mining Workshops (ICDMW), pp. 328\u2013333. IEEE (2018)","DOI":"10.1109\/ICDMW.2018.00054"},{"key":"9_CR3","doi-asserted-by":"crossref","unstructured":"Gugnani, A., Misra, H.: Implicit skills extraction using document embedding and its use in job recommendation. In: Proceedings of the AAAI Conference on Artificial Intelligence, vol. 34, pp. 13286\u201313293 (2020)","DOI":"10.1609\/aaai.v34i08.7038"},{"key":"9_CR4","unstructured":"Honnibal, M., Montani, I.: spacy 2: natural language understanding with bloom embeddings, convolutional neural networks and incremental parsing (2017). https:\/\/spacy.io\/"},{"key":"9_CR5","doi-asserted-by":"crossref","unstructured":"Horesh, R., Varshney, K.R., Yi, J.: Information retrieval, fusion, completion, and clustering for employee expertise estimation. In: 2016 IEEE International Conference on Big Data (Big Data), pp. 1385\u20131393. IEEE (2016)","DOI":"10.1109\/BigData.2016.7840746"},{"key":"9_CR6","doi-asserted-by":"publisher","unstructured":"Johns, J., Mahadevan, S., Woolf, B.: Estimating student proficiency using an item response theory model. In: International Conference on Intelligent Tutoring Systems, pp. 473\u2013480. Springer (2006). https:\/\/doi.org\/10.1007\/11774303_47","DOI":"10.1007\/11774303_47"},{"issue":"86","key":"9_CR7","first-page":"2579","volume":"9","author":"L van der Maaten","year":"2008","unstructured":"van der Maaten, L., Hinton, G.: Visualizing data using T-SNE. J. Mach. Learn. Res. 9(86), 2579\u20132605 (2008)","journal-title":"J. Mach. Learn. Res."},{"key":"9_CR8","unstructured":"Palshikar, G.K., Srivastava, R., Shah, M., Pawar, S.: Automatic shortlisting of candidates in recruitment. In: ProfS Workshop @ SIGIR (2018)"},{"key":"9_CR9","unstructured":"Pawar, S., Thosar, D., Ramrakhiyani, N., Palshikar, G.K., Sinha, A., Srivastava, R.: Extraction of complex semantic relations from resumes. In: ASEA workshop @ IJCAI (2021)"},{"key":"9_CR10","unstructured":"Piech, C., et al.: Deep knowledge tracing. In: Proceedings of the 28th International Conference on NeurIPS-Volume 1, pp. 505\u2013513 (2015)"},{"key":"9_CR11","doi-asserted-by":"publisher","unstructured":"Stojkovic, I., Ghalwash, M., Obradovic, Z.: Ranking based multitask learning of scoring functions. In: Joint European Conference on Machine Learning and Knowledge Discovery in Databases. pp. 721\u2013736. Springer (2017). https:\/\/doi.org\/10.1007\/978-3-319-71246-8_44","DOI":"10.1007\/978-3-319-71246-8_44"},{"key":"9_CR12","unstructured":"Wauters, K., Desmet, P., Van Noortgate, W.: Monitoring learners\u2019 proficiency: weight adaptation in the ELO rating system. In: Educational Data Mining (2010)"},{"issue":"5","key":"9_CR13","doi-asserted-by":"publisher","first-page":"1003","DOI":"10.1109\/TNNLS.2015.2434960","volume":"27","author":"Y Xiao","year":"2015","unstructured":"Xiao, Y., Liu, B., Hao, Z.: A maximum margin approach for semisupervised ordinal regression clustering. IEEE Trans. Neural Networks Learn. Syst. 27(5), 1003\u20131019 (2015)","journal-title":"IEEE Trans. Neural Networks Learn. Syst."},{"key":"9_CR14","doi-asserted-by":"crossref","unstructured":"Yudelson, M., Rosen, Y., Polyak, S., de la Torre, J.: Leveraging skill hierarchy for multi-level modeling with ELO rating system. In: Proceedings of the Sixth (2019) ACM Conference on Learning@ Scale, pp. 1\u20134 (2019)","DOI":"10.1145\/3330430.3333645"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-031-05981-0_9","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T13:37:34Z","timestamp":1710337054000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-031-05981-0_9"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9783031059803","9783031059810"],"references-count":14,"URL":"https:\/\/doi.org\/10.1007\/978-3-031-05981-0_9","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"10 May 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PAKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific-Asia Conference on Knowledge Discovery and Data Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Chengdu","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":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16 May 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"19 May 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"26","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pakdd2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/pakdd.net\/index.html","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":"CMT","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"558","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":"121","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":"0","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":"22% - 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":"3.75","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":"6.45","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)"}}]}}