{"id":"https://openalex.org/W1513851544","doi":"https://doi.org/10.1109/icalt.2004.1357378","title":"A new approach for constructing the concept map","display_name":"A new approach for constructing the concept map","publication_year":2004,"publication_date":"2004-12-23","ids":{"openalex":"https://openalex.org/W1513851544","doi":"https://doi.org/10.1109/icalt.2004.1357378","mag":"1513851544"},"language":"en","primary_location":{"id":"doi:10.1109/icalt.2004.1357378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icalt.2004.1357378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Advanced Learning Technologies, 2004. Proceedings.","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/A5000185417","display_name":"Pei-Chi Sue","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Pei-Chi Sue","raw_affiliation_strings":["Department of Computer Information and Science, National Chiao Tung University, China","Dept. of Comput. Inf. & Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Information and Science, National Chiao Tung University, China","institution_ids":[]},{"raw_affiliation_string":"Dept. of Comput. Inf. & Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103526239","display_name":"Jui-Feng Weng","orcid":null},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jui-Feng Weng","raw_affiliation_strings":["Department of Computer Information and Science, National Chiao Tung University, China","Dept. of Comput. Inf. & Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Information and Science, National Chiao Tung University, China","institution_ids":[]},{"raw_affiliation_string":"Dept. of Comput. Inf. & Sci., Nat. Chiao Tung Univ., Hsinchu, Taiwan","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091582177","display_name":"Jun\u2010Ming Su","orcid":"https://orcid.org/0000-0003-1597-2809"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Jun-Ming Su","raw_affiliation_strings":["Department of Computer Science and Information Engineering, National Chiao Tung University, China","National Chiao-Tung University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Engineering, National Chiao Tung University, China","institution_ids":[]},{"raw_affiliation_string":"National Chiao-Tung University","institution_ids":["https://openalex.org/I148366613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015331019","display_name":"Shian-Shyong Tseng","orcid":"https://orcid.org/0000-0003-0760-5224"},"institutions":[{"id":"https://openalex.org/I148366613","display_name":"National Yang Ming Chiao Tung University","ror":"https://ror.org/00se2k293","country_code":"TW","type":"education","lineage":["https://openalex.org/I148366613"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shian-Shyong Tseng","raw_affiliation_strings":["Department of Computer Information and Science, National Chiao Tung University, China","National Chiao-Tung University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Information and Science, National Chiao Tung University, China","institution_ids":[]},{"raw_affiliation_string":"National Chiao-Tung University","institution_ids":["https://openalex.org/I148366613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.4614,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.95916694,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"5","issue":null,"first_page":"77","last_page":"82"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9991000294685364,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9991000294685364,"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/T11122","display_name":"Online Learning and Analytics","score":0.9581999778747559,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9351000189781189,"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":0.7585195302963257},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.6417675018310547},{"id":"https://openalex.org/keywords/redundancy","display_name":"Redundancy (engineering)","score":0.5576427578926086},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5478711128234863},{"id":"https://openalex.org/keywords/concept-map","display_name":"Concept map","score":0.5299989581108093},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.509320855140686},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.4997859001159668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49024373292922974},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48094671964645386},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4803506135940552},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37960296869277954}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7585195302963257},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.6417675018310547},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.5576427578926086},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5478711128234863},{"id":"https://openalex.org/C200287777","wikidata":"https://www.wikidata.org/wiki/Q830115","display_name":"Concept map","level":2,"score":0.5299989581108093},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.509320855140686},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.4997859001159668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49024373292922974},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48094671964645386},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4803506135940552},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37960296869277954},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icalt.2004.1357378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icalt.2004.1357378","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE International Conference on Advanced Learning Technologies, 2004. Proceedings.","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8700000047683716}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W63880899","https://openalex.org/W137628433","https://openalex.org/W1524453245","https://openalex.org/W1670759244","https://openalex.org/W1949539601","https://openalex.org/W1964684015","https://openalex.org/W1976598510","https://openalex.org/W1996636395","https://openalex.org/W2016418748","https://openalex.org/W2038061253","https://openalex.org/W2050988294","https://openalex.org/W2129421073","https://openalex.org/W2147391426","https://openalex.org/W6602624719","https://openalex.org/W6681771719"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4248336175","https://openalex.org/W2031260042","https://openalex.org/W2391445434","https://openalex.org/W3009369890","https://openalex.org/W4312490297","https://openalex.org/W2062212388"],"abstract_inverted_index":{"For":[0],"achieving":[1],"the":[2,31,67,81,91,142,154,158,163],"adaptive":[3,17],"learning,":[4],"a":[5,10,35,42,46,57,148],"predefined":[6],"concept":[7,32,43,59,68,155,164],"map":[8,33,44,60,69,165],"of":[9,34,45,95,162],"course":[11,47],"is":[12,24,77],"often":[13],"used":[14,78],"to":[15,29,39,64,79,89,106,115,139,151],"provide":[16],"learning":[18,132],"guidance":[19],"for":[20,104],"learners.":[21],"However,":[22],"it":[23],"difficult":[25],"and":[26,110,145,160],"time":[27],"consuming":[28],"create":[30,41],"course.":[36],"Thus,":[37],"how":[38],"automatically":[40,65,152],"becomes":[48],"an":[49],"interesting":[50],"issue.":[51],"In":[52],"this":[53],"paper,":[54],"we":[55,134],"propose":[56,147],"two-phase":[58],"construction":[61],"(TPCMC)":[62],"approach":[63,114],"construct":[66,153],"by":[70],"learners'":[71],"historical":[72],"testing":[73,82,93],"records.":[74,83],"Phase":[75,124],"1":[76],"preprocess":[80],"We":[84],"apply":[85,99,111],"fuzzy":[86,119],"set":[87],"theory":[88,101],"transform":[90],"numeric":[92],"records":[94],"learners":[96],"into":[97],"symbolic,":[98],"education":[100],"(item":[102],"analysis":[103],"norm-referencing)":[105],"further":[107,140],"refine":[108],"it,":[109],"data":[112],"mining":[113],"find":[116],"its":[117],"grade":[118],"association":[120],"rules.":[121],"Then,":[122],"in":[123,130],"2,":[125],"based":[126],"upon":[127],"our":[128],"observation":[129],"real":[131],"situation,":[133],"use":[135],"multiple":[136],"rule":[137],"types":[138],"analyze":[141],"mined":[143],"rules":[144],"then":[146],"heuristic":[149],"algorithm":[150],"map.":[156],"Finally,":[157],"redundancy":[159],"circularity":[161],"constructed":[166],"are":[167],"also":[168],"evaluated.":[169]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
