{"id":"https://openalex.org/W2440839703","doi":"https://doi.org/10.1145/2882903.2914832","title":"Graph Summarization for Geo-correlated Trends Detection in Social Networks","display_name":"Graph Summarization for Geo-correlated Trends Detection in Social Networks","publication_year":2016,"publication_date":"2016-06-16","ids":{"openalex":"https://openalex.org/W2440839703","doi":"https://doi.org/10.1145/2882903.2914832","mag":"2440839703"},"language":"en","primary_location":{"id":"doi:10.1145/2882903.2914832","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2882903.2914832","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2882903.2914832","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 International Conference on Management of Data","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2882903.2914832","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021353642","display_name":"Colin Biafore","orcid":null},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Colin Biafore","raw_affiliation_strings":["University of California, Santa Barbara, Santa Barbara, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002262032","display_name":"Faisal Nawab","orcid":"https://orcid.org/0000-0002-6101-900X"},"institutions":[{"id":"https://openalex.org/I154570441","display_name":"University of California, Santa Barbara","ror":"https://ror.org/02t274463","country_code":"US","type":"education","lineage":["https://openalex.org/I154570441"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Faisal Nawab","raw_affiliation_strings":["University of California, Santa Barbara, Santa Barbara, CA, USA"],"affiliations":[{"raw_affiliation_string":"University of California, Santa Barbara, Santa Barbara, CA, USA","institution_ids":["https://openalex.org/I154570441"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5021353642"],"corresponding_institution_ids":["https://openalex.org/I154570441"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.05669249,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"2247","last_page":"2248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9995999932289124,"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":0.9995999932289124,"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/T11106","display_name":"Data Management and Algorithms","score":0.9950000047683716,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9940000176429749,"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/automatic-summarization","display_name":"Automatic summarization","score":0.8700336217880249},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7554229497909546},{"id":"https://openalex.org/keywords/multitude","display_name":"Multitude","score":0.6595908403396606},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5689585208892822},{"id":"https://openalex.org/keywords/social-network-analysis","display_name":"Social network analysis","score":0.5302020311355591},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.5266518592834473},{"id":"https://openalex.org/keywords/social-graph","display_name":"Social graph","score":0.5104135870933533},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.483423113822937},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.44513803720474243},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3780006766319275},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36073094606399536},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3567545413970947},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2938396632671356},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.22973951697349548}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.8700336217880249},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7554229497909546},{"id":"https://openalex.org/C2780565519","wikidata":"https://www.wikidata.org/wiki/Q1208937","display_name":"Multitude","level":2,"score":0.6595908403396606},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5689585208892822},{"id":"https://openalex.org/C114713312","wikidata":"https://www.wikidata.org/wiki/Q7551269","display_name":"Social network analysis","level":3,"score":0.5302020311355591},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.5266518592834473},{"id":"https://openalex.org/C2777522414","wikidata":"https://www.wikidata.org/wiki/Q648457","display_name":"Social graph","level":3,"score":0.5104135870933533},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.483423113822937},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.44513803720474243},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3780006766319275},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36073094606399536},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3567545413970947},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2938396632671356},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.22973951697349548},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2882903.2914832","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2882903.2914832","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2882903.2914832","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 International Conference on Management of Data","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2882903.2914832","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2882903.2914832","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2882903.2914832","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2016 International Conference on Management of Data","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2440839703.pdf","grobid_xml":"https://content.openalex.org/works/W2440839703.grobid-xml"},"referenced_works_count":6,"referenced_works":["https://openalex.org/W2007159951","https://openalex.org/W2101620066","https://openalex.org/W2118110552","https://openalex.org/W2125580539","https://openalex.org/W2133919533","https://openalex.org/W2149510050"],"related_works":["https://openalex.org/W2167171234","https://openalex.org/W2999833514","https://openalex.org/W2002363566","https://openalex.org/W2915008372","https://openalex.org/W2152163260","https://openalex.org/W1978558026","https://openalex.org/W1980331354","https://openalex.org/W2330095998","https://openalex.org/W2039806539","https://openalex.org/W2035492362","https://openalex.org/W2055551209","https://openalex.org/W2460985210","https://openalex.org/W2914721378","https://openalex.org/W2964819907","https://openalex.org/W2590885316","https://openalex.org/W2067070675","https://openalex.org/W1980212572","https://openalex.org/W2760629762","https://openalex.org/W2463658109","https://openalex.org/W2770554953"],"abstract_inverted_index":{"Trends":[0],"detection":[1,66],"in":[2,38,67],"social":[3,28,44,68],"networks":[4],"is":[5,48],"possible":[6],"via":[7],"a":[8],"multitude":[9],"of":[10,63],"models":[11,16],"with":[12],"different":[13],"characteristics.":[14],"These":[15],"are":[17],"pre-defined":[18],"and":[19],"rigid":[20],"which":[21],"creates":[22],"the":[23,27,36,61],"need":[24],"to":[25,31,34],"expose":[26],"network":[29,45],"graph":[30,57],"data":[32],"scientists":[33],"introduce":[35],"human-element":[37],"trends":[39,65],"detection.":[40],"However,":[41],"inspecting":[42],"large":[43],"graphs":[46],"visually":[47],"tiresome.":[49],"We":[50],"tackle":[51],"this":[52],"problem":[53],"by":[54],"providing":[55],"effective":[56],"summarizations":[58],"aimed":[59],"at":[60],"application":[62],"geo-correlated":[64],"networks.":[69]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-19T23:35:23.961156","created_date":"2025-10-10T00:00:00"}
