{"id":"https://openalex.org/W3084584058","doi":"https://doi.org/10.1109/asonam49781.2020.9381293","title":"Discovering Interesting Subgraphs in Social Media Networks","display_name":"Discovering Interesting Subgraphs in Social Media Networks","publication_year":2020,"publication_date":"2020-12-07","ids":{"openalex":"https://openalex.org/W3084584058","doi":"https://doi.org/10.1109/asonam49781.2020.9381293","mag":"3084584058"},"language":"en","primary_location":{"id":"doi:10.1109/asonam49781.2020.9381293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam49781.2020.9381293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2009.05853","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Subhasis Dasgupta","orcid":null},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Subhasis Dasgupta","raw_affiliation_strings":["San Diego Supercomputer Center, University of California San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"San Diego Supercomputer Center, University of California San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":null,"display_name":"Amarnath Gupta","orcid":null},"institutions":[{"id":"https://openalex.org/I181653535","display_name":"San Diego Supercomputer Center","ror":"https://ror.org/04mg3nk07","country_code":"US","type":"facility","lineage":["https://openalex.org/I181653535","https://openalex.org/I36258959"]},{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amarnath Gupta","raw_affiliation_strings":["San Diego Supercomputer Center, University of California San Diego, La Jolla, USA"],"affiliations":[{"raw_affiliation_string":"San Diego Supercomputer Center, University of California San Diego, La Jolla, USA","institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I181653535","https://openalex.org/I36258959"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.11167062,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"105","last_page":"109"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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"}},"topics":[{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9998000264167786,"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/T11273","display_name":"Advanced Graph Neural Networks","score":0.9994999766349792,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9855999946594238,"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/graph","display_name":"Graph","score":0.5175999999046326},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.48179998993873596},{"id":"https://openalex.org/keywords/efficient-algorithm","display_name":"Efficient algorithm","score":0.3612000048160553},{"id":"https://openalex.org/keywords/graph-theory","display_name":"Graph theory","score":0.3352999985218048},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.3093999922275543},{"id":"https://openalex.org/keywords/knowledge-graph","display_name":"Knowledge graph","score":0.2892000079154968}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6685000061988831},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.548799991607666},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5175999999046326},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.48179998993873596},{"id":"https://openalex.org/C3018263672","wikidata":"https://www.wikidata.org/wiki/Q1296251","display_name":"Efficient algorithm","level":2,"score":0.3612000048160553},{"id":"https://openalex.org/C88230418","wikidata":"https://www.wikidata.org/wiki/Q131476","display_name":"Graph theory","level":2,"score":0.3352999985218048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3343000113964081},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3206999897956848},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.3093999922275543},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.298799991607666},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.2985999882221222},{"id":"https://openalex.org/C2987255567","wikidata":"https://www.wikidata.org/wiki/Q33002955","display_name":"Knowledge graph","level":2,"score":0.2892000079154968},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.2703000009059906},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.26980000734329224},{"id":"https://openalex.org/C64339825","wikidata":"https://www.wikidata.org/wiki/Q722659","display_name":"Graph property","level":5,"score":0.2648000121116638},{"id":"https://openalex.org/C176225458","wikidata":"https://www.wikidata.org/wiki/Q595971","display_name":"Graph database","level":3,"score":0.2624000012874603}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/asonam49781.2020.9381293","is_oa":false,"landing_page_url":"https://doi.org/10.1109/asonam49781.2020.9381293","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2009.05853","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.05853","pdf_url":"https://arxiv.org/pdf/2009.05853","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2009.05853","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.05853","pdf_url":"https://arxiv.org/pdf/2009.05853","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G422843745","display_name":null,"funder_award_id":"1909875,1738411","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"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":13,"referenced_works":["https://openalex.org/W1991742349","https://openalex.org/W2040292168","https://openalex.org/W2089125183","https://openalex.org/W2096646197","https://openalex.org/W2127800791","https://openalex.org/W2137370514","https://openalex.org/W2217968126","https://openalex.org/W2229578389","https://openalex.org/W2618766417","https://openalex.org/W2791473713","https://openalex.org/W2912264263","https://openalex.org/W2935963250","https://openalex.org/W2999863994"],"related_works":[],"abstract_inverted_index":{"Social":[0],"media":[1],"data":[2],"are":[3,39],"often":[4],"modeled":[5],"as":[6],"heterogeneous":[7],"graphs":[8],"with":[9],"multiple":[10],"types":[11],"of":[12,54,64,72,84],"nodes":[13],"and":[14,33,41,61],"edges.":[15],"We":[16],"present":[17],"a":[18,24,29,55,59,78],"discovery":[19,71],"algorithm":[20],"that":[21,38],"first":[22],"chooses":[23],"\u201cbackground\u201d":[25],"graph":[26,60],"based":[27],"on":[28,58,77],"user's":[30],"analytical":[31],"interest":[32],"then":[34],"automatically":[35],"discovers":[36],"subgraphs":[37],"structurally":[40],"content-wise":[42],"distinctly":[43],"different":[44],"from":[45],"the":[46,52,62,82],"background":[47],"graph.":[48],"The":[49],"technique":[50],"combines":[51],"notion":[53,63],"group-by":[56],"operation":[57],"subjective":[65],"interestingness,":[66],"resulting":[67],"in":[68],"an":[69],"automated":[70],"interesting":[73],"subgraphs.":[74],"Our":[75],"experiments":[76],"socio-political":[79],"database":[80],"show":[81],"effectiveness":[83],"our":[85],"technique.":[86]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2020-09-21T00:00:00"}
