{"id":"https://openalex.org/W2063476815","doi":"https://doi.org/10.1145/2659532.2659636","title":"Student evaluation by graph based data mining of administrational systems of education","display_name":"Student evaluation by graph based data mining of administrational systems of education","publication_year":2014,"publication_date":"2014-06-27","ids":{"openalex":"https://openalex.org/W2063476815","doi":"https://doi.org/10.1145/2659532.2659636","mag":"2063476815"},"language":"en","primary_location":{"id":"doi:10.1145/2659532.2659636","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2659532.2659636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Computer Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":null,"any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072982055","display_name":"Andr\u00e1s London","orcid":"https://orcid.org/0000-0003-1957-5368"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Andr\u00e1s London","raw_affiliation_strings":["University of Szeged"],"affiliations":[{"raw_affiliation_string":"University of Szeged","institution_ids":["https://openalex.org/I227486990"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103169298","display_name":"Tam\u00e1s N\u00e9meth","orcid":"https://orcid.org/0000-0002-6283-9085"},"institutions":[{"id":"https://openalex.org/I227486990","display_name":"University of Szeged","ror":"https://ror.org/01pnej532","country_code":"HU","type":"education","lineage":["https://openalex.org/I227486990"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Tam\u00e1s N\u00e9meth","raw_affiliation_strings":["University of Szeged"],"affiliations":[{"raw_affiliation_string":"University of Szeged","institution_ids":["https://openalex.org/I227486990"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5072982055"],"corresponding_institution_ids":["https://openalex.org/I227486990"],"apc_list":null,"apc_paid":null,"fwci":0.9024,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.83034216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"363","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11122","display_name":"Online Learning and Analytics","score":0.9894999861717224,"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":0.9894999861717224,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9682000279426575,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14025","display_name":"Educational Technology and Assessment","score":0.9273999929428101,"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/comparability","display_name":"Comparability","score":0.7989734411239624},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7643672227859497},{"id":"https://openalex.org/keywords/pagerank","display_name":"PageRank","score":0.748110830783844},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6382755041122437},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6355410218238831},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5829339623451233},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4749051332473755},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4470771849155426},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4325745701789856},{"id":"https://openalex.org/keywords/link-analysis","display_name":"Link analysis","score":0.4225025475025177},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3689157962799072},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3343427777290344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31984567642211914},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.23698702454566956},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09065595269203186}],"concepts":[{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.7989734411239624},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7643672227859497},{"id":"https://openalex.org/C2779172887","wikidata":"https://www.wikidata.org/wiki/Q184316","display_name":"PageRank","level":2,"score":0.748110830783844},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6382755041122437},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6355410218238831},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5829339623451233},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4749051332473755},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4470771849155426},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4325745701789856},{"id":"https://openalex.org/C1173588","wikidata":"https://www.wikidata.org/wiki/Q6554294","display_name":"Link analysis","level":2,"score":0.4225025475025177},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3689157962799072},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3343427777290344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31984567642211914},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.23698702454566956},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09065595269203186},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/2659532.2659636","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2659532.2659636","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th International Conference on Computer Systems and Technologies","raw_type":"proceedings-article"},{"id":"pmh:oai:publicatio.bibl.u-szeged.hu:11122","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400436","display_name":"SZTE Publicatio Repozit\u00f3rium (University of Szeged)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I227486990","host_organization_name":"University of Szeged","host_organization_lineage":["https://openalex.org/I227486990"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"K\u00f6nyv r\u00e9sze"}],"best_oa_location":{"id":"pmh:oai:publicatio.bibl.u-szeged.hu:11122","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400436","display_name":"SZTE Publicatio Repozit\u00f3rium (University of Szeged)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I227486990","host_organization_name":"University of Szeged","host_organization_lineage":["https://openalex.org/I227486990"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"K\u00f6nyv r\u00e9sze"},"sustainable_development_goals":[{"score":0.7900000214576721,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G4383181412","display_name":null,"funder_award_id":"TAMOP-4.2.2.C-11/1/KONV-2012-0013, TAMOP-4.2.4.A/2-11-1-2012-0001","funder_id":"https://openalex.org/F4320338080","funder_display_name":"European Social Fund"}],"funders":[{"id":"https://openalex.org/F4320338080","display_name":"European Social Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1503346339","https://openalex.org/W1539510218","https://openalex.org/W1985514943","https://openalex.org/W1992037052","https://openalex.org/W2027711578","https://openalex.org/W2061278214","https://openalex.org/W2066636486","https://openalex.org/W2070722739","https://openalex.org/W2089199911","https://openalex.org/W2138621811","https://openalex.org/W2148606196","https://openalex.org/W2152290682","https://openalex.org/W2165058082","https://openalex.org/W2185823912","https://openalex.org/W2403052481","https://openalex.org/W4211217667","https://openalex.org/W4285719527","https://openalex.org/W6622243269"],"related_works":["https://openalex.org/W329034363","https://openalex.org/W3141404487","https://openalex.org/W2486657487","https://openalex.org/W2900609923","https://openalex.org/W1558012608","https://openalex.org/W2532922894","https://openalex.org/W2380608531","https://openalex.org/W2536749602","https://openalex.org/W1984518795","https://openalex.org/W1502175497"],"abstract_inverted_index":{"In":[0,54],"this":[1],"paper,":[2],"we":[3,62],"define":[4],"a":[5,10,25,38,64,112],"modified":[6],"PageRank":[7],"algorithm":[8],"as":[9],"data":[11,35,47,124],"mining":[12,125],"technique":[13],"with":[14,92],"the":[15,19,34,57,73,76,79,87,93,104],"aim":[16],"of":[17,21,37,48,68,72,78,89,121],"evaluating":[18],"achievements":[20],"students":[22,80,105],"and":[23,102,106],"generate":[24],"ranking":[26,103],"between":[27],"them.":[28],"We":[29,85],"applied":[30],"our":[31,90,109],"method":[32,58,91,110],"to":[33],"set":[36],"complex":[39],"administrational":[40],"system":[41],"that":[42,56,97,108],"contains":[43],"numerous":[44],"well":[45],"detailed":[46],"several":[49],"schools":[50],"in":[51,81,127],"public":[52],"education.":[53],"order":[55],"can":[59],"be":[60],"applied,":[61],"constructed":[63],"directed,":[65],"weighted":[66],"network":[67,74],"students,":[69],"where":[70],"edges":[71],"represent":[75],"comparability":[77],"an":[82],"appropriate":[83],"way.":[84],"compared":[86],"results":[88],"standard":[94],"statistical":[95],"techniques":[96,126],"are":[98,130],"used":[99],"for":[100],"rating":[101],"observed":[107],"gives":[111],"clearer":[113],"picture":[114],"about":[115],"their":[116],"educational":[117,128],"achievements.":[118],"Further":[119],"advantages":[120],"graph":[122],"based":[123],"systems":[129],"also":[131],"highlighted.":[132]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
