{"id":"https://openalex.org/W2969170253","doi":"https://doi.org/10.3233/jifs-179362","title":"SparkHINlog: Extension of SparkDatalog for heterogeneous information network","display_name":"SparkHINlog: Extension of SparkDatalog for heterogeneous information network","publication_year":2019,"publication_date":"2019-08-06","ids":{"openalex":"https://openalex.org/W2969170253","doi":"https://doi.org/10.3233/jifs-179362","mag":"2969170253"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-179362","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179362","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-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":null,"display_name":"Do Phuc","orcid":null},"institutions":[{"id":"https://openalex.org/I4210117845","display_name":"University Of Information Technology","ror":"https://ror.org/03bxja712","country_code":"MM","type":"education","lineage":["https://openalex.org/I4210117845"]}],"countries":["MM"],"is_corresponding":true,"raw_author_name":"Do Phuc","raw_affiliation_strings":["University of Information Technology, VNU-HCM"],"affiliations":[{"raw_affiliation_string":"University of Information Technology, VNU-HCM","institution_ids":["https://openalex.org/I4210117845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210117845"],"apc_list":null,"apc_paid":null,"fwci":0.3715,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.64735695,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"37","issue":"6","first_page":"7555","last_page":"7566"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9962999820709229,"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"}},"topics":[{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9962999820709229,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.994700014591217,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9932000041007996,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/extension","display_name":"Extension (predicate logic)","score":0.8862895369529724},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6762828230857849},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0852154791355133}],"concepts":[{"id":"https://openalex.org/C2778029271","wikidata":"https://www.wikidata.org/wiki/Q5421931","display_name":"Extension (predicate logic)","level":2,"score":0.8862895369529724},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6762828230857849},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0852154791355133}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-179362","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-179362","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent &amp; Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W103340358","https://openalex.org/W1548361610","https://openalex.org/W1888417677","https://openalex.org/W1967863517","https://openalex.org/W1983719983","https://openalex.org/W2056116767","https://openalex.org/W2059653702","https://openalex.org/W2073427971","https://openalex.org/W2101310065","https://openalex.org/W2293042119","https://openalex.org/W2294787171","https://openalex.org/W2492992705","https://openalex.org/W2808240130","https://openalex.org/W2963919031","https://openalex.org/W6639619044"],"related_works":["https://openalex.org/W1595546368","https://openalex.org/W2352495365","https://openalex.org/W2037789655","https://openalex.org/W2079965644","https://openalex.org/W2998852367","https://openalex.org/W2059701569","https://openalex.org/W2224251736","https://openalex.org/W4250918063","https://openalex.org/W2492918010","https://openalex.org/W2366713467"],"abstract_inverted_index":{"Real":[0],"world":[1],"data":[2],"is":[3],"often":[4],"interconnected,":[5],"forming":[6],"large":[7,43,65,89],"and":[8,19,26,183,187],"complex":[9],"heterogeneous":[10],"information":[11],"networks":[12],"(HINs)":[13],"with":[14,176],"multiple":[15],"types":[16],"of":[17,34,55,114,121,128,146,189],"objects":[18],"links":[20],"such":[21],"as":[22],"bibliographic":[23],"network":[24],"(DBLP)":[25],"knowledge":[27],"bases":[28],"(YaGo).":[29],"Querying":[30],"meta-paths":[31,62,85,102],"requires":[32],"exploration":[33],"path":[35,133,163],"instances":[36,134],"which":[37],"can":[38,153],"be":[39],"computational":[40],"cost":[41],"in":[42,64,71,192],"HINs.":[44,66,91],"However,":[45],"existing":[46],"meta-path":[47,194],"based":[48,79],"studies":[49],"mostly":[50],"focus":[51],"on":[52,80,88,165,168],"analytical":[53],"applications":[54],"meta-paths,":[56],"rather":[57],"than":[58],"systems":[59],"to":[60,83,98,103,108,117,131,158],"query":[61],"efficiently":[63,87,116],"To":[67,123],"bridge":[68],"this":[69,72],"gap,":[70],"work":[73],"we":[74,94,139],"present":[75],"SparkHINlog,":[76],"a":[77,143],"system":[78,191],"Apache":[81],"Spark,":[82],"handle":[84],"queries":[86],"scale":[90],"In":[92],"SparkHINlog":[93],"propose":[95],"an":[96],"algorithm":[97],"not":[99],"only":[100],"translate":[101],"Datalog":[104,115,181],"rules,":[105,138],"but":[106],"also":[107],"manage":[109],"the":[110,119,125,156,160,178,185],"working":[111],"memory":[112],"area":[113],"increase":[118],"scalability":[120],"SparkHINlog.":[122],"avoid":[124],"computing":[126],"overhead":[127],"join":[129],"operation":[130],"discover":[132],"when":[135],"evaluating":[136],"these":[137],"leverage":[140],"Motif":[141],"Finding,":[142],"powerful":[144],"tool":[145],"GraphFrames":[147],"Library.":[148],"With":[149],"motif":[150],"finding,":[151],"SparkHINLog":[152],"speed":[154],"up":[155],"time":[157],"evaluate":[159],"rules":[161],"by":[162],"finding":[164],"graph":[166],"instead":[167],"joining":[169],"two":[170],"relations.":[171],"We":[172],"conduct":[173],"experimental":[174],"comparisons":[175],"SparkDatalog,":[177],"state-of-the-art":[179],"large-scale":[180],"system,":[182],"verify":[184],"efficacy":[186],"effectiveness":[188],"our":[190],"supporting":[193],"queries.":[195]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}
