{"id":"https://openalex.org/W2993467735","doi":null,"title":"Towards Final Scores Prediction over Clickstream Using Machine Learning Methods","display_name":"Towards Final Scores Prediction over Clickstream Using Machine Learning Methods","publication_year":2018,"publication_date":"2018-11-24","ids":{"openalex":"https://openalex.org/W2993467735","mag":"2993467735"},"language":"en","primary_location":{"id":"pmh:oai:irdb.nii.ac.jp:01221:0003977447","doi":null,"is_oa":true,"landing_page_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/c72f0cfb-1c97-4f1d-b474-3aee7b7437f7/download","pdf_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/c72f0cfb-1c97-4f1d-b474-3aee7b7437f7/download","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"26th International Conference on Computers in Education Workshop Proceedings","raw_type":"conference paper"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/c72f0cfb-1c97-4f1d-b474-3aee7b7437f7/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002020000","display_name":"Mohammad Nehal Hasnine","orcid":"https://orcid.org/0000-0003-4761-4002","observed_orcids":["https://orcid.org/0000-0003-4761-4002"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohammad Nehal Hasnine","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4761-4002","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026532268","display_name":"G\u00f6khan Ak\u00e7ap\u0131nar","orcid":"https://orcid.org/0000-0002-0742-1612","observed_orcids":["https://orcid.org/0000-0002-0742-1612"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G\u00f6khan Ak\u00e7ap\u0131nar","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-0742-1612","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025409280","display_name":"Brendan Flanagan","orcid":"https://orcid.org/0000-0001-7644-997X","observed_orcids":["https://orcid.org/0000-0001-7644-997X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Brendan Flanagan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073597081","display_name":"Rwitajit Majumdar","orcid":"https://orcid.org/0000-0003-4671-0238","observed_orcids":["https://orcid.org/0000-0003-4671-0238"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rwitajit Majumdar","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-4671-0238","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012383369","display_name":"Kousuke Mouri","orcid":"https://orcid.org/0000-0002-8413-2865","observed_orcids":["https://orcid.org/0000-0002-8413-2865"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kousuke Mouri","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-8413-2865","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5079543720","display_name":"Hiroaki Ogata","orcid":"https://orcid.org/0000-0001-5216-1576","observed_orcids":["https://orcid.org/0000-0001-5216-1576"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hiroaki Ogata","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-5216-1576","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0328,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.70792802,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"399","last_page":"404"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1706","display_name":"Computer Science Applications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.0005000000237487257,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/clickstream-data","display_name":"clickstream data","score":0.9359999895095825},{"id":"https://openalex.org/keywords/learning-analytics","display_name":"learning analytics","score":0.6819999814033508},{"id":"https://openalex.org/keywords/academic-performance-prediction","display_name":"student performance prediction","score":0.8029999732971191},{"id":"https://openalex.org/keywords/machine-learning","display_name":"machine learning","score":0.6489999890327454}],"concepts":[{"id":"https://openalex.org/C138744977","wikidata":"https://www.wikidata.org/wiki/Q5132438","display_name":"Clickstream","level":5,"score":0.7835522294044495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5209830403327942},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5135026574134827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4626940190792084},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.36749082803726196},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23134756088256836},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.167764812707901},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.12648749351501465},{"id":"https://openalex.org/C130436687","wikidata":"https://www.wikidata.org/wiki/Q7978591","display_name":"Web modeling","level":3,"score":0.0},{"id":"https://openalex.org/C127613066","wikidata":"https://www.wikidata.org/wiki/Q557770","display_name":"Web API","level":4,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:irdb.nii.ac.jp:01221:0003977447","doi":null,"is_oa":true,"landing_page_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/c72f0cfb-1c97-4f1d-b474-3aee7b7437f7/download","pdf_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/c72f0cfb-1c97-4f1d-b474-3aee7b7437f7/download","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"26th International Conference on Computers in Education Workshop Proceedings","raw_type":"conference paper"},{"id":"pmh:oai:ojs2.library.apsce.net:article/3802","doi":null,"is_oa":true,"landing_page_url":"https://library.apsce.net/index.php/ICCE/article/view/3802","pdf_url":"https://library.apsce.net/index.php/ICCE/article/download/3802/3678","source":{"id":"https://openalex.org/S5407049172","display_name":"International Conference on Computers in Education","issn_l":"3078-4360","issn":["3078-4360"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I4210132096","host_organization_name":"Asia-Pacific Society for Computers in Education","host_organization_lineage":["https://openalex.org/I4210132096"],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"3078-4360","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:repository.kulib.kyoto-u.ac.jp:2433/237325","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/2433/237325","pdf_url":"http://hdl.handle.net/2433/237325","source":{"id":"https://openalex.org/S4306401454","display_name":"Kyoto University Research Information Repository (Kyoto University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I22299242","host_organization_name":"Kyoto University","host_organization_lineage":["https://openalex.org/I22299242"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"mag:2993467735","doi":null,"is_oa":false,"landing_page_url":"https://repository.kulib.kyoto-u.ac.jp/dspace/bitstream/2433/237325/1/ICCE2018_w_399-405.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:irdb.nii.ac.jp:01221:0003977447","doi":null,"is_oa":true,"landing_page_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/c72f0cfb-1c97-4f1d-b474-3aee7b7437f7/download","pdf_url":"https://repository.kulib.kyoto-u.ac.jp/bitstreams/c72f0cfb-1c97-4f1d-b474-3aee7b7437f7/download","source":{"id":"https://openalex.org/S7407056385","display_name":"Institutional Repositories DataBase (IRDB)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I184597095","host_organization_name":"National Institute of Informatics","host_organization_lineage":["https://openalex.org/I184597095"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"26th International Conference on Computers in Education Workshop Proceedings","raw_type":"conference paper"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.7526000142097473}],"study_designs":[],"awards":[{"id":"https://openalex.org/G6498201947","display_name":"Information infrastructure for supporting education and learning by using educational big data","funder_award_id":"16H06304","funder_id":"https://openalex.org/F4320334764","funder_display_name":"Japan Society for the Promotion of Science"}],"funders":[{"id":"https://openalex.org/F4320334764","display_name":"Japan Society for the Promotion of Science","ror":"https://ror.org/00hhkn466"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2993467735.pdf","grobid_xml":"https://content.openalex.org/works/W2993467735.grobid-xml"},"referenced_works_count":14,"referenced_works":["https://openalex.org/W188657744","https://openalex.org/W582726776","https://openalex.org/W1516003744","https://openalex.org/W1523179845","https://openalex.org/W1984071766","https://openalex.org/W2006444123","https://openalex.org/W2017337590","https://openalex.org/W2087576375","https://openalex.org/W2148143831","https://openalex.org/W2617300785","https://openalex.org/W2741755666","https://openalex.org/W2758062464","https://openalex.org/W2770518389","https://openalex.org/W2783203430"],"related_works":["https://openalex.org/W3171724978","https://openalex.org/W4396681071","https://openalex.org/W2894135568","https://openalex.org/W2887838051","https://openalex.org/W3027363827","https://openalex.org/W2197009300","https://openalex.org/W7212238262","https://openalex.org/W4404951845","https://openalex.org/W3092963925","https://openalex.org/W7115189740"],"abstract_inverted_index":{"26th":[0],"International":[1],"Conference":[2],"on":[3],"Computers":[4],"in":[5],"Education,":[6],"Metro":[7],"Manila,":[8],"Philippines,":[9],"November":[10],"26-30,":[11],"2018.":[12]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-12-13T00:00:00"}
