{"id":"https://openalex.org/W2981150963","doi":"https://doi.org/10.1109/mic.2019.2928449","title":"Knowledge Graphs and Knowledge Networks: The Story in Brief","display_name":"Knowledge Graphs and Knowledge Networks: The Story in Brief","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2981150963","doi":"https://doi.org/10.1109/mic.2019.2928449","mag":"2981150963"},"language":"en","primary_location":{"id":"doi:10.1109/mic.2019.2928449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mic.2019.2928449","pdf_url":null,"source":{"id":"https://openalex.org/S205899252","display_name":"IEEE Internet Computing","issn_l":"1089-7801","issn":["1089-7801","1941-0131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet Computing","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":"https://openalex.org/A5028772801","display_name":"Amit Sheth","orcid":null},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amit Sheth","raw_affiliation_strings":["University of South Carolina"],"affiliations":[{"raw_affiliation_string":"University of South Carolina","institution_ids":["https://openalex.org/I155781252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060884184","display_name":"Swati Padhee","orcid":"https://orcid.org/0000-0001-5461-601X"},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Swati Padhee","raw_affiliation_strings":["Wright State University"],"affiliations":[{"raw_affiliation_string":"Wright State University","institution_ids":["https://openalex.org/I19648265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046900276","display_name":"Am\u00e9lie Gyrard","orcid":"https://orcid.org/0000-0003-3938-5617"},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amelie Gyrard","raw_affiliation_strings":["Wright State University"],"affiliations":[{"raw_affiliation_string":"Wright State University","institution_ids":["https://openalex.org/I19648265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5028772801"],"corresponding_institution_ids":["https://openalex.org/I155781252"],"apc_list":null,"apc_paid":null,"fwci":3.9307,"has_fulltext":false,"cited_by_count":81,"citation_normalized_percentile":{"value":0.95013162,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"23","issue":"4","first_page":"67","last_page":"75"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11719","display_name":"Data Quality and Management","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10215","display_name":"Semantic Web and Ontologies","score":0.9915000200271606,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.7886027097702026},{"id":"https://openalex.org/keywords/recommender-system","display_name":"Recommender system","score":0.5818660855293274},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.5122691988945007},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.49571335315704346},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4871692359447479},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.4719390273094177},{"id":"https://openalex.org/keywords/knowledge-representation-and-reasoning","display_name":"Knowledge representation and reasoning","score":0.4622824490070343},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.460791677236557},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4322269856929779},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31571412086486816}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7886027097702026},{"id":"https://openalex.org/C557471498","wikidata":"https://www.wikidata.org/wiki/Q554950","display_name":"Recommender system","level":2,"score":0.5818660855293274},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.5122691988945007},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.49571335315704346},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4871692359447479},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.4719390273094177},{"id":"https://openalex.org/C161301231","wikidata":"https://www.wikidata.org/wiki/Q3478658","display_name":"Knowledge representation and reasoning","level":2,"score":0.4622824490070343},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.460791677236557},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4322269856929779},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31571412086486816},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mic.2019.2928449","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mic.2019.2928449","pdf_url":null,"source":{"id":"https://openalex.org/S205899252","display_name":"IEEE Internet Computing","issn_l":"1089-7801","issn":["1089-7801","1941-0131"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Internet Computing","raw_type":"journal-article"},{"id":"pmh:oai:scholarcommons.sc.edu:aii_fac_pub-1011","is_oa":false,"landing_page_url":"https://scholarcommons.sc.edu/aii_fac_pub/11","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1529533208","https://openalex.org/W1976367266","https://openalex.org/W2161336914","https://openalex.org/W2300469216","https://openalex.org/W2572147858","https://openalex.org/W2782838038","https://openalex.org/W2907732484","https://openalex.org/W2945125411","https://openalex.org/W2962948632","https://openalex.org/W3125997129","https://openalex.org/W4251591997","https://openalex.org/W6731801563","https://openalex.org/W6739733045"],"related_works":["https://openalex.org/W4390273403","https://openalex.org/W4386781444","https://openalex.org/W3092950680","https://openalex.org/W4246980185","https://openalex.org/W2150182025","https://openalex.org/W3197542405","https://openalex.org/W1588041347","https://openalex.org/W2912859789","https://openalex.org/W3080107865","https://openalex.org/W3103476451"],"abstract_inverted_index":{"Knowledge":[0],"Graphs":[1],"(KGs)":[2],"represent":[3,45],"real-world":[4,19],"noisy":[5],"raw":[6],"information":[7],"in":[8,63],"a":[9,35,42],"structured":[10],"form,":[11],"capturing":[12],"relationships":[13],"between":[14],"entities.":[15],"However,":[16],"for":[17,113],"dynamic":[18],"applications":[20,87],"such":[21,76],"as":[22,34,77],"social":[23],"networks,":[24],"recommender":[25],"systems,":[26],"computational":[27],"biology,":[28],"relational":[29],"knowledge":[30],"representation":[31],"has":[32],"emerged":[33],"challenging":[36],"research":[37],"problem":[38],"where":[39],"there":[40],"is":[41,68,104],"need":[43],"to":[44,60,84,96,107],"the":[46,64,72,109],"changing":[47],"nodes,":[48],"attributes,":[49],"and":[50,98],"edges":[51],"over":[52],"time.":[53],"The":[54],"evolution":[55],"of":[56,71,74,111],"search":[57],"engine":[58],"responses":[59],"user":[61],"queries":[62],"last":[65],"few":[66],"years":[67],"partly":[69],"because":[70],"role":[73],"KGs":[75,80],"Google":[78],"KG.":[79],"are":[81],"significantly":[82],"contributing":[83],"various":[85],"AI":[86],"from":[88],"link":[89],"prediction,":[90,93],"entity":[91],"relations":[92],"node":[94],"classification":[95],"recommendation":[97],"question":[99],"answering":[100],"systems.":[101],"This":[102],"article":[103],"an":[105],"attempt":[106],"summarize":[108],"journey":[110],"KG":[112],"AI.":[114]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":16},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":18},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":7}],"updated_date":"2026-04-01T17:29:45.350535","created_date":"2025-10-10T00:00:00"}