{"id":"https://openalex.org/W2976337355","doi":"https://doi.org/10.1109/iccse.2019.8845370","title":"Method and System Constructing for Learning Situation Early Warning based on Data Mining Techniques","display_name":"Method and System Constructing for Learning Situation Early Warning based on Data Mining Techniques","publication_year":2019,"publication_date":"2019-08-01","ids":{"openalex":"https://openalex.org/W2976337355","doi":"https://doi.org/10.1109/iccse.2019.8845370","mag":"2976337355"},"language":"en","primary_location":{"id":"doi:10.1109/iccse.2019.8845370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccse.2019.8845370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 14th International Conference on Computer Science &amp; Education (ICCSE)","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/A5077190154","display_name":"Chunqiao Mi","orcid":"https://orcid.org/0000-0002-6206-0020"},"institutions":[{"id":"https://openalex.org/I12393601","display_name":"Huaihua University","ror":"https://ror.org/04zn6xq74","country_code":"CN","type":"education","lineage":["https://openalex.org/I12393601"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mi Chunqiao","raw_affiliation_strings":["School of Computer Science and Engineering, Huaihua University, Huaihua, Hunan, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Huaihua University, Huaihua, Hunan, P. R. China","institution_ids":["https://openalex.org/I12393601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012071853","display_name":"Yu Nie-fang","orcid":null},"institutions":[{"id":"https://openalex.org/I12393601","display_name":"Huaihua University","ror":"https://ror.org/04zn6xq74","country_code":"CN","type":"education","lineage":["https://openalex.org/I12393601"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Niefang","raw_affiliation_strings":["School of Computer Science and Engineering, Huaihua University, Huaihua, Hunan, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Huaihua University, Huaihua, Hunan, P. R. China","institution_ids":["https://openalex.org/I12393601"]}]},{"author_position":"last","author":{"id":null,"display_name":"Peng Xiaoning","orcid":null},"institutions":[{"id":"https://openalex.org/I12393601","display_name":"Huaihua University","ror":"https://ror.org/04zn6xq74","country_code":"CN","type":"education","lineage":["https://openalex.org/I12393601"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Xiaoning","raw_affiliation_strings":["School of Computer Science and Engineering, Huaihua University, Huaihua, Hunan, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Huaihua University, Huaihua, Hunan, P. R. China","institution_ids":["https://openalex.org/I12393601"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12393601"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.13475782,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"21","issue":null,"first_page":"964","last_page":"969"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9983999729156494,"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":0.9983999729156494,"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/T14025","display_name":"Educational Technology and Assessment","score":0.9348000288009644,"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":0.7258274555206299},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.5921874046325684},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4880915880203247},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38492143154144287},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34359827637672424}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7258274555206299},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.5921874046325684},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4880915880203247},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38492143154144287},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34359827637672424},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccse.2019.8845370","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccse.2019.8845370","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 14th International Conference on Computer Science &amp; Education (ICCSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5400000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1486785378","https://openalex.org/W2054572159","https://openalex.org/W2057995867","https://openalex.org/W2071097428","https://openalex.org/W2072220377","https://openalex.org/W2372415908","https://openalex.org/W2374115692","https://openalex.org/W2376526420","https://openalex.org/W2384257752","https://openalex.org/W2519664435","https://openalex.org/W2582001816","https://openalex.org/W2798534264","https://openalex.org/W2800700858","https://openalex.org/W2811036069"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W2350741829","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"At":[0],"present,":[1],"there":[2],"are":[3],"some":[4],"problems":[5],"in":[6,39],"early":[7,48,67,91],"warning":[8,49,68,92],"of":[9,22,60,79,90,111,120],"student":[10],"learning":[11,44,64,99],"situation,":[12],"such":[13],"as":[14],"single":[15],"assessment":[16],"index,":[17],"outdated":[18],"technology":[19,113],"method,":[20,72],"lack":[21],"specialized":[23],"information":[24,74,112],"support":[25,75],"system,":[26,63],"time-delayed":[27],"evaluation":[28,46,61],"feedback":[29],"and":[30,47,73,88,96,101,106,114,123],"etc.":[31],"In":[32],"order":[33],"to":[34],"deal":[35],"with":[36],"these":[37],"problems,":[38],"this":[40,80],"study":[41,81],"a":[42],"complete":[43],"situation":[45],"system":[50],"is":[51,119],"proposed":[52],"based":[53],"on":[54],"data":[55],"mining":[56],"techniques,":[57],"which":[58],"consists":[59],"index":[62],"failure":[65],"risk":[66],"model,":[69],"result":[70,78],"visualization":[71],"system.":[76],"The":[77],"can":[82],"help":[83],"improve":[84],"the":[85,108],"whole":[86],"efficiency":[87],"effectiveness":[89],"education":[93,115],"for":[94,104],"colleges":[95],"universities,":[97],"enhance":[98],"quality":[100],"success":[102],"rate":[103],"students,":[105],"promote":[107],"deep":[109],"integration":[110],"practice,":[116],"so":[117],"it":[118],"both":[121],"academic":[122],"practical":[124],"reference":[125],"significance.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
