{"id":"https://openalex.org/W1993536479","doi":"https://doi.org/10.4304/jsw.5.12.1355-1362","title":"Adaptive Support for Student Learning in an e-Portfolio Platform by Knowledge Discovery and Case-based Reasoning","display_name":"Adaptive Support for Student Learning in an e-Portfolio Platform by Knowledge Discovery and Case-based Reasoning","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W1993536479","doi":"https://doi.org/10.4304/jsw.5.12.1355-1362","mag":"1993536479"},"language":"en","primary_location":{"id":"doi:10.4304/jsw.5.12.1355-1362","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.5.12.1355-1362","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-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/A5029415838","display_name":"Chih-Kun Ke","orcid":"https://orcid.org/0000-0003-0753-1624"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chih-Kun Ke","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5048133102","display_name":"Mei-Yu Wu","orcid":"https://orcid.org/0009-0005-4991-4422"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mei-Yu Wu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7077,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8222954,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":"12","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.982699990272522,"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"}},"topics":[{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.982699990272522,"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"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9785000085830688,"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"}},{"id":"https://openalex.org/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9355000257492065,"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/computer-science","display_name":"Computer science","score":0.8383519053459167},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6325887441635132},{"id":"https://openalex.org/keywords/portfolio","display_name":"Portfolio","score":0.6312211751937866},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5236492156982422},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.5194932222366333},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.5111566185951233},{"id":"https://openalex.org/keywords/adaptive-learning","display_name":"Adaptive learning","score":0.466940313577652},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.46441906690597534},{"id":"https://openalex.org/keywords/knowledge-integration","display_name":"Knowledge integration","score":0.41209524869918823},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4070919156074524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40111082792282104},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3331122398376465},{"id":"https://openalex.org/keywords/knowledge-engineering","display_name":"Knowledge engineering","score":0.3049200177192688}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8383519053459167},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6325887441635132},{"id":"https://openalex.org/C2780821815","wikidata":"https://www.wikidata.org/wiki/Q5340806","display_name":"Portfolio","level":2,"score":0.6312211751937866},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5236492156982422},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.5194932222366333},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.5111566185951233},{"id":"https://openalex.org/C125014702","wikidata":"https://www.wikidata.org/wiki/Q4680749","display_name":"Adaptive learning","level":2,"score":0.466940313577652},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.46441906690597534},{"id":"https://openalex.org/C56289545","wikidata":"https://www.wikidata.org/wiki/Q6423376","display_name":"Knowledge integration","level":3,"score":0.41209524869918823},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4070919156074524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40111082792282104},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3331122398376465},{"id":"https://openalex.org/C84685590","wikidata":"https://www.wikidata.org/wiki/Q1540472","display_name":"Knowledge engineering","level":2,"score":0.3049200177192688},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jsw.5.12.1355-1362","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jsw.5.12.1355-1362","pdf_url":null,"source":{"id":"https://openalex.org/S114141714","display_name":"Journal of Software","issn_l":"1796-217X","issn":["1796-217X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Software","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.7400000095367432,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W38168058","https://openalex.org/W1482313423","https://openalex.org/W1510817841","https://openalex.org/W1518603657","https://openalex.org/W1660390307","https://openalex.org/W1749599400","https://openalex.org/W1967661515","https://openalex.org/W1978394996","https://openalex.org/W1979346010","https://openalex.org/W1979586866","https://openalex.org/W1982795239","https://openalex.org/W1984426234","https://openalex.org/W2006458980","https://openalex.org/W2017143735","https://openalex.org/W2017291581","https://openalex.org/W2024486844","https://openalex.org/W2029853165","https://openalex.org/W2037821580","https://openalex.org/W2040974535","https://openalex.org/W2042095175","https://openalex.org/W2042161880","https://openalex.org/W2049323146","https://openalex.org/W2073998921","https://openalex.org/W2076905206","https://openalex.org/W2090447960","https://openalex.org/W2096854527","https://openalex.org/W2098162425","https://openalex.org/W2118639955","https://openalex.org/W2140190241","https://openalex.org/W2147654806","https://openalex.org/W2150051234","https://openalex.org/W2153028052","https://openalex.org/W2158454296","https://openalex.org/W2158778554","https://openalex.org/W2166559705"],"related_works":["https://openalex.org/W2141275682","https://openalex.org/W4235179197","https://openalex.org/W4255782297","https://openalex.org/W2054759342","https://openalex.org/W2529971700","https://openalex.org/W4283707695","https://openalex.org/W2127091547","https://openalex.org/W2954829833","https://openalex.org/W2347609394","https://openalex.org/W207286913"],"abstract_inverted_index":{"Constructing":[0],"an":[1],"e-portfolio":[2,22,70],"platform":[3],"for":[4,31],"students":[5,147],"is":[6,16,51],"a":[7,12,27],"modern":[8],"educational":[9],"trend.":[10],"However,":[11],"student\u2019s":[13,68],"learning":[14,35,108,120,149],"context":[15,36,109],"not":[17],"analyzed":[18],"in":[19],"the":[20,33,39,67,122,131,140],"current":[21,119],"platform.":[23],"In":[24],"this":[25],"research":[26],"model":[28],"was":[29,136],"designed":[30],"identifying":[32,118],"specific":[34],"and":[37,62,101,110],"providing":[38,143],"corresponding":[40],"knowledge":[41,78,91,113,128,144],"support.":[42],"A":[43,133],"system":[44,123,135],"framework":[45],"which":[46],"uses":[47],"advanced":[48],"information":[49],"techniques":[50,103],"proposed.":[52],"Information":[54],"Retrieval":[55],"(":[57,98],"IR":[58],")":[59,100],"technique":[60,75],"extracts":[61],"analyzes":[63],"key":[64,81],"concepts":[65],"from":[66,80],"previous":[69],"records.":[71],"The":[72],"data":[73],"mining":[74],"discovers":[76],"hidden":[77],"rules":[79],"concepts.":[82],"Various":[83],"context-knowledge":[84],"views":[85],"were":[86,104],"constructed":[87],"based":[88],"on":[89],"discovered":[90],"rules.":[92],"Besides,":[93],"Case-Based":[95],"Reasoning":[96],"CBR":[99],"profiling":[102],"used":[105],"to":[106,129,138,145],"identify":[107],"design":[111],"adaptive":[112],"recommendation":[114],"mechanisms.":[115],"Therefore,":[116],"after":[117],"contexts,":[121],"would":[124],"recommend":[125],"previously":[126],"documented":[127],"assist":[130],"student.":[132],"prototype":[134],"developed":[137],"demonstrate":[139],"effectiveness":[141],"of":[142],"help":[146],"solve":[148],"problem(s).":[150]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}