{"id":"https://openalex.org/W2341745042","doi":"https://doi.org/10.1145/2883851.2883961","title":"When to stop?","display_name":"When to stop?","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2341745042","doi":"https://doi.org/10.1145/2883851.2883961","mag":"2341745042"},"language":"en","primary_location":{"id":"doi:10.1145/2883851.2883961","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2883851.2883961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Learning Analytics &amp; Knowledge - LAK '16","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007940211","display_name":"Tanja K\u00e4ser","orcid":"https://orcid.org/0000-0003-0672-0415"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Tanja K\u00e4ser","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038336611","display_name":"Severin Klingler","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Severin Klingler","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033076979","display_name":"Markus Gro\u00df","orcid":"https://orcid.org/0009-0003-9324-779X"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Markus Gross","raw_affiliation_strings":["ETH Zurich"],"affiliations":[{"raw_affiliation_string":"ETH Zurich","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5007940211"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":4.7125,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.95236922,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11902","display_name":"Intelligent Tutoring Systems and Adaptive Learning","score":0.9998999834060669,"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/T11122","display_name":"Online Learning and Analytics","score":0.9879999756813049,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.9638000130653381,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/forgetting","display_name":"Forgetting","score":0.8650094270706177},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6946592330932617},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5050418972969055},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49551260471343994},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12663733959197998},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.11600050330162048},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10626697540283203}],"concepts":[{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.8650094270706177},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6946592330932617},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5050418972969055},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49551260471343994},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12663733959197998},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.11600050330162048},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10626697540283203},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2883851.2883961","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2883851.2883961","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Sixth International Conference on Learning Analytics &amp; Knowledge - LAK '16","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6399999856948853,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W42874355","https://openalex.org/W133284495","https://openalex.org/W143659154","https://openalex.org/W200412928","https://openalex.org/W206795934","https://openalex.org/W1184128069","https://openalex.org/W1483702380","https://openalex.org/W1504261278","https://openalex.org/W1529098247","https://openalex.org/W1532578950","https://openalex.org/W1543966358","https://openalex.org/W1562878411","https://openalex.org/W1572737686","https://openalex.org/W1596401170","https://openalex.org/W1636689632","https://openalex.org/W1754268392","https://openalex.org/W1842230737","https://openalex.org/W1843315714","https://openalex.org/W1911642898","https://openalex.org/W1949572126","https://openalex.org/W1959691478","https://openalex.org/W1967453075","https://openalex.org/W2015040676","https://openalex.org/W2077559356","https://openalex.org/W2108865692","https://openalex.org/W2117122404","https://openalex.org/W2124480307","https://openalex.org/W2251007294","https://openalex.org/W2406590956","https://openalex.org/W2466877100","https://openalex.org/W3158904737","https://openalex.org/W4213412371","https://openalex.org/W6632543236"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2376932109","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W1596801655","https://openalex.org/W2387147530","https://openalex.org/W2373011076","https://openalex.org/W2688602461","https://openalex.org/W1532762289"],"abstract_inverted_index":{"The":[0],"adaptivity":[1],"of":[2,10,17,62,107],"intelligent":[3],"tutoring":[4],"systems":[5],"relies":[6],"on":[7],"the":[8,11,15,18,41],"accuracy":[9],"student":[12,34,63,108],"model":[13],"and":[14,70,74,84],"design":[16],"instructional":[19,23,47],"policy.":[20,48],"Recently":[21],"an":[22,58],"policy":[24,53,78,93],"has":[25],"been":[26],"presented":[27],"that":[28,54,91],"is":[29,55],"compatible":[30],"with":[31],"all":[32],"common":[33],"models.":[35,109],"In":[36],"this":[37],"work":[38],"we":[39,89],"present":[40],"next":[42],"step":[43],"towards":[44],"a":[45,51,104],"universal":[46],"We":[49,72],"introduce":[50],"new":[52],"applicable":[56],"to":[57,79],"even":[59],"wider":[60],"range":[61,106],"models":[64],"including":[65],"DBNs":[66],"modeling":[67],"skill":[68],"topologies":[69],"forgetting.":[71],"theoretically":[73],"empirically":[75],"compare":[76],"our":[77,92],"previous":[80],"policies.":[81],"Using":[82],"synthetic":[83],"real":[85],"world":[86],"data":[87],"sets":[88],"show":[90],"can":[94],"effectively":[95],"handle":[96],"wheel-spinning":[97],"students":[98],"as":[99,101],"well":[100],"forgetting":[102],"across":[103],"wide":[105]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}
