{"id":"https://openalex.org/W1976176703","doi":"https://doi.org/10.1145/1117454.1117462","title":"Discovering informative connection subgraphs in multi-relational graphs","display_name":"Discovering informative connection subgraphs in multi-relational graphs","publication_year":2005,"publication_date":"2005-12-01","ids":{"openalex":"https://openalex.org/W1976176703","doi":"https://doi.org/10.1145/1117454.1117462","mag":"1976176703"},"language":"en","primary_location":{"id":"doi:10.1145/1117454.1117462","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1117454.1117462","pdf_url":null,"source":{"id":"https://openalex.org/S4210176598","display_name":"ACM SIGKDD Explorations Newsletter","issn_l":"1931-0145","issn":["1931-0145","1931-0153"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGKDD Explorations Newsletter","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://works.bepress.com/amit_sheth/98","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5112629679","display_name":"C. R. Ramakrishnan","orcid":null},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Cartic Ramakrishnan","raw_affiliation_strings":["University of Georgia, Athens GA"],"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020890410","display_name":"William Milnor","orcid":null},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William H. Milnor","raw_affiliation_strings":["University of Georgia, Athens GA"],"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039253328","display_name":"Matthew Perry","orcid":null},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Perry","raw_affiliation_strings":["University of Georgia, Athens GA"],"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens GA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028772801","display_name":"Amit Sheth","orcid":null},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amit P. Sheth","raw_affiliation_strings":["University of Georgia, Athens GA"],"affiliations":[{"raw_affiliation_string":"University of Georgia, Athens GA","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5112629679"],"corresponding_institution_ids":["https://openalex.org/I165733156"],"apc_list":null,"apc_paid":null,"fwci":7.7821,"has_fulltext":false,"cited_by_count":84,"citation_normalized_percentile":{"value":0.9779779,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"2","first_page":"56","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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":0.9994999766349792,"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/heuristics","display_name":"Heuristics","score":0.8195642828941345},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7211816310882568},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.5136253237724304},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.4980776309967041},{"id":"https://openalex.org/keywords/rdf","display_name":"RDF","score":0.4750276207923889},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3683413565158844},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3542884290218353},{"id":"https://openalex.org/keywords/semantic-web","display_name":"Semantic Web","score":0.2951652407646179}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8195642828941345},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7211816310882568},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.5136253237724304},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.4980776309967041},{"id":"https://openalex.org/C147497476","wikidata":"https://www.wikidata.org/wiki/Q54872","display_name":"RDF","level":3,"score":0.4750276207923889},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3683413565158844},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3542884290218353},{"id":"https://openalex.org/C2129575","wikidata":"https://www.wikidata.org/wiki/Q54837","display_name":"Semantic Web","level":2,"score":0.2951652407646179},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1145/1117454.1117462","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1117454.1117462","pdf_url":null,"source":{"id":"https://openalex.org/S4210176598","display_name":"ACM SIGKDD Explorations Newsletter","issn_l":"1931-0145","issn":["1931-0145","1931-0153"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM SIGKDD Explorations Newsletter","raw_type":"journal-article"},{"id":"pmh:oai:corescholar.libraries.wright.edu:knoesis-1066","is_oa":false,"landing_page_url":"https://corescholar.libraries.wright.edu/knoesis/67","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kno.e.sis Publications","raw_type":null},{"id":"pmh:oai:scholarcommons.sc.edu:aii_fac_pub-1419","is_oa":false,"landing_page_url":"https://scholarcommons.sc.edu/aii_fac_pub/299","pdf_url":null,"source":{"id":"https://openalex.org/S4306401386","display_name":"Scholar Commons (University of South Carolina)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I155781252","host_organization_name":"University of South Carolina","host_organization_lineage":["https://openalex.org/I155781252"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Publications","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.94.5510","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.94.5510","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://lsdis.cs.uga.edu/library/download/SIGKDD-FinalCameraBWLatest.pdf","raw_type":"text"},{"id":"pmh:oai:works.bepress.com:amit_sheth-1097","is_oa":true,"landing_page_url":"https://works.bepress.com/amit_sheth/98","pdf_url":null,"source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Amit P. Sheth","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:works.bepress.com:amit_sheth-1097","is_oa":true,"landing_page_url":"https://works.bepress.com/amit_sheth/98","pdf_url":null,"source":{"id":"https://openalex.org/S2737205702","display_name":"Journal of Bioresource Management","issn_l":"2309-3854","issn":["2309-3854"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310316536","host_organization_name":"Bioresource Research Center (BRC), Islamabad","host_organization_lineage":["https://openalex.org/P4310316536"],"host_organization_lineage_names":["Bioresource Research Center (BRC), Islamabad"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Amit P. Sheth","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W73918096","https://openalex.org/W1528645361","https://openalex.org/W1547115835","https://openalex.org/W1573579329","https://openalex.org/W1601470055","https://openalex.org/W1605319014","https://openalex.org/W1988515336","https://openalex.org/W1995875735","https://openalex.org/W2020423193","https://openalex.org/W2047205327","https://openalex.org/W2102931907","https://openalex.org/W2108150886","https://openalex.org/W2124637492","https://openalex.org/W2126390146","https://openalex.org/W2131417257","https://openalex.org/W2135408592","https://openalex.org/W2136358012","https://openalex.org/W2138621811","https://openalex.org/W2141111097","https://openalex.org/W2162481448","https://openalex.org/W2296157284"],"related_works":["https://openalex.org/W2180954594","https://openalex.org/W2052835778","https://openalex.org/W2049003611","https://openalex.org/W2127804977","https://openalex.org/W2108418243","https://openalex.org/W164103134","https://openalex.org/W2787352659","https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4206560911"],"abstract_inverted_index":{"Discovering":[0],"patterns":[1],"in":[2,75],"graphs":[3],"has":[4],"long":[5],"been":[6],"an":[7,57,124],"area":[8],"of":[9,22,33,66,126,129,146],"interest.":[10],"In":[11,36],"most":[12,72],"approaches":[13],"to":[14,29,81,86,93,99,135],"such":[15],"pattern":[16],"discovery":[17,46],"either":[18],"quantitative":[19],"anomalies,":[20],"frequency":[21],"substructure":[23],"or":[24],"maximum":[25],"flow":[26],"is":[27,79,88],"used":[28],"measure":[30],"the":[31,67,71,84,119,127,130],"interestingness":[32],"a":[34,44,60,64,89],"pattern.":[35],"this":[37],"paper":[38],"we":[39],"introduce":[40],"heuristics":[41,98,107,151],"that":[42],"guide":[43],"subgraph":[45,90],"algorithm":[47],"away":[48],"from":[49,114],"banal":[50],"paths":[51],"towards":[52],"more":[53],"\"informative\"":[54],"ones.":[55],"Given":[56],"RDF":[58,104,120],"graph":[59],"user":[61],"might":[62],"pose":[63],"question":[65],"form:":[68],"\"What":[69],"are":[70,108],"relevant":[73],"ways":[74],"which":[76,87,145],"entity":[77,82],"X":[78,92],"related":[80],"Y?\"":[83],"response":[85],"connecting":[91],"Y.":[94],"We":[95,122,139],"use":[96],"our":[97,147],"discover":[100],"informative":[101],"subgraphs":[102,131],"within":[103],"graphs.":[105],"Our":[106],"based":[109],"on":[110],"weighting":[111,148],"mechanisms":[112],"derived":[113],"edge":[115],"semantics":[116],"suggested":[117],"by":[118],"schema.":[121],"present":[123],"analysis":[125],"quality":[128,154],"generated":[132],"with":[133],"respect":[134],"path":[136],"ranking":[137],"metrics.":[138],"then":[140],"conclude":[141],"presenting":[142],"intuitions":[143],"about":[144],"schemes":[149],"and":[150],"produce":[152],"higher":[153],"subgraphs.":[155]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":4},{"year":2012,"cited_by_count":9}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}