{"id":"https://openalex.org/W2084777082","doi":"https://doi.org/10.1109/icdim.2012.6360146","title":"Graph mining: A survey of graph mining techniques","display_name":"Graph mining: A survey of graph mining techniques","publication_year":2012,"publication_date":"2012-08-01","ids":{"openalex":"https://openalex.org/W2084777082","doi":"https://doi.org/10.1109/icdim.2012.6360146","mag":"2084777082"},"language":"en","primary_location":{"id":"doi:10.1109/icdim.2012.6360146","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2012.6360146","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Seventh International Conference on Digital Information Management (ICDIM 2012)","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/A5059289090","display_name":"Saif Ur Rehman","orcid":"https://orcid.org/0000-0002-5810-6479"},"institutions":[{"id":"https://openalex.org/I23805111","display_name":"Mohammad Ali Jinnah University","ror":"https://ror.org/02xx4jg88","country_code":"PK","type":"education","lineage":["https://openalex.org/I23805111"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Saif Ur Rehman","raw_affiliation_strings":["Center for Research in Data Engineering, Mohammad Ali Jinnah University, Islamabad, Pakistan","CORD: Center for Research in Data Engineering, Mohammad Ali Jinnah University, Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Research in Data Engineering, Mohammad Ali Jinnah University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I23805111"]},{"raw_affiliation_string":"CORD: Center for Research in Data Engineering, Mohammad Ali Jinnah University, Islamabad, Pakistan","institution_ids":["https://openalex.org/I23805111"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049279306","display_name":"Asmat Ullah Khan","orcid":"https://orcid.org/0000-0002-2194-8322"},"institutions":[{"id":"https://openalex.org/I36448004","display_name":"Shaheed Zulfiqar Ali Bhutto Institute of Science and Technology","ror":"https://ror.org/05yfc2w21","country_code":"PK","type":"education","lineage":["https://openalex.org/I36448004"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Asmat Ullah Khan","raw_affiliation_strings":["Department of Computer Science, Shaheed Zulifiqar Ali Bhutto Institute of Science and Technology (SZABIST), Islamabad, Pakistan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Shaheed Zulifiqar Ali Bhutto Institute of Science and Technology (SZABIST), Islamabad, Pakistan","institution_ids":["https://openalex.org/I36448004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086422507","display_name":"Simon Fong","orcid":"https://orcid.org/0000-0002-1848-7246"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"Simon Fong","raw_affiliation_strings":["Department of Computer and Information Science, University of Macau, Taipa, Macao, China","[Department of Computer and Information Science, University of Macau, Taipa, Macau, SAR]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Taipa, Macao, China","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"[Department of Computer and Information Science, University of Macau, Taipa, Macau, SAR]","institution_ids":["https://openalex.org/I204512498"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059289090"],"corresponding_institution_ids":["https://openalex.org/I23805111"],"apc_list":null,"apc_paid":null,"fwci":0.7494,"has_fulltext":false,"cited_by_count":64,"citation_normalized_percentile":{"value":0.75557627,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"88","last_page":"92"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11522","display_name":"VLSI and FPGA Design Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12292","display_name":"Graph Theory and Algorithms","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9865999817848206,"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":0.7398957014083862},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6943718791007996},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6279527544975281},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.530432939529419},{"id":"https://openalex.org/keywords/power-graph-analysis","display_name":"Power graph analysis","score":0.4908595681190491},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.49017152190208435},{"id":"https://openalex.org/keywords/graph-database","display_name":"Graph database","score":0.4505982995033264},{"id":"https://openalex.org/keywords/concept-mining","display_name":"Concept mining","score":0.4106895923614502},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2911829948425293},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.28675737977027893},{"id":"https://openalex.org/keywords/web-mining","display_name":"Web mining","score":0.2626503109931946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7398957014083862},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6943718791007996},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6279527544975281},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.530432939529419},{"id":"https://openalex.org/C106937863","wikidata":"https://www.wikidata.org/wiki/Q7236518","display_name":"Power graph analysis","level":3,"score":0.4908595681190491},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.49017152190208435},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.4505982995033264},{"id":"https://openalex.org/C176775163","wikidata":"https://www.wikidata.org/wiki/Q5158396","display_name":"Concept mining","level":4,"score":0.4106895923614502},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2911829948425293},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28675737977027893},{"id":"https://openalex.org/C197046077","wikidata":"https://www.wikidata.org/wiki/Q785337","display_name":"Web mining","level":3,"score":0.2626503109931946},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0},{"id":"https://openalex.org/C35578498","wikidata":"https://www.wikidata.org/wiki/Q193424","display_name":"Web service","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icdim.2012.6360146","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icdim.2012.6360146","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Seventh International Conference on Digital Information Management (ICDIM 2012)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4000000059604645,"id":"https://metadata.un.org/sdg/8","display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W143174683","https://openalex.org/W1486565248","https://openalex.org/W1519407213","https://openalex.org/W1528547644","https://openalex.org/W1564801718","https://openalex.org/W1620530708","https://openalex.org/W1662292321","https://openalex.org/W2070232376","https://openalex.org/W2097072531","https://openalex.org/W2104526389","https://openalex.org/W2106435568","https://openalex.org/W2111114887","https://openalex.org/W2118956054","https://openalex.org/W2120903820","https://openalex.org/W2137253512","https://openalex.org/W2147924997","https://openalex.org/W2154897810","https://openalex.org/W6636433603","https://openalex.org/W6636873245","https://openalex.org/W6680278043"],"related_works":["https://openalex.org/W2145117618","https://openalex.org/W2304602773","https://openalex.org/W2700330155","https://openalex.org/W2031655803","https://openalex.org/W4211081216","https://openalex.org/W2063126429","https://openalex.org/W2375422179","https://openalex.org/W1039203944","https://openalex.org/W2402827239","https://openalex.org/W4512113"],"abstract_inverted_index":{"Data":[0],"mining":[1,46,54,76,81,97,116,129,134,162,170],"is":[2,12,39,106,145],"comprised":[3],"of":[4,25,41,103,126],"many":[5],"data":[6,19,75,84,115],"analysis":[7,88],"techniques.":[8,117,130],"Its":[9],"basic":[10],"objective":[11],"to":[13],"discover":[14],"the":[15,35,42,47,82,172],"hidden":[16],"and":[17,85,167],"useful":[18,87],"pattern":[20],"from":[21],"very":[22],"large":[23],"set":[24],"data.":[26,92,175],"Graph":[27,53],"mining,":[28],"which":[29,164],"has":[30],"gained":[31],"much":[32],"attention":[33],"in":[34,58,140],"last":[36],"few":[37],"decades,":[38],"one":[40],"novel":[43],"approaches":[44,77,98,105],"for":[45,80],"dataset":[48],"represented":[49],"by":[50],"graph":[51,96,128,133,161,173],"structure.":[52],"finds":[55],"its":[56],"applications":[57],"various":[59,95,127],"problem":[60],"domains,":[61],"including:":[62],"bioinformatics,":[63],"chemical":[64],"reactions,":[65],"Program":[66],"flow":[67],"structures,":[68],"computer":[69],"networks,":[70],"social":[71],"networks":[72],"etc.":[73],"Different":[74],"are":[78],"used":[79],"graph-based":[83],"performing":[86],"on":[89,108,147,171],"these":[90,104],"mined":[91],"In":[93,118,150],"literature":[94],"have":[99,136],"been":[100,137],"proposed.":[101],"Each":[102],"based":[107,146,160],"either":[109],"classification;":[110],"clustering":[111],"or":[112],"decision":[113],"trees":[114],"this":[119,141],"study,":[120],"we":[121,154],"present":[122],"a":[123],"comprehensive":[124],"review":[125],"These":[131],"different":[132,148],"techniques":[135],"critically":[138],"evaluated":[139],"study.":[142],"This":[143],"evaluation":[144],"parameters.":[149],"our":[151,157],"future":[152],"work,":[153],"will":[155,165],"provide":[156],"own":[158],"classification":[159],"technique":[163],"efficiently":[166],"accurately":[168],"perform":[169],"structured":[174]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-05-09T13:55:54.758798","created_date":"2025-10-10T00:00:00"}