{"id":"https://openalex.org/W2131528099","doi":"https://doi.org/10.1109/icassp.2009.4960375","title":"Summarization of large scale social network activity","display_name":"Summarization of large scale social network activity","publication_year":2009,"publication_date":"2009-04-01","ids":{"openalex":"https://openalex.org/W2131528099","doi":"https://doi.org/10.1109/icassp.2009.4960375","mag":"2131528099"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2009.4960375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2009.4960375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-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/A5042159546","display_name":"Yu\u2010Ru Lin","orcid":"https://orcid.org/0000-0002-8497-3015"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yu-Ru Lin","raw_affiliation_strings":["Arts Media and Engineering Program, Arizona State University, USA","Arts Media and Engineering Program, Arizona State University, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Arts Media and Engineering Program, Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arts Media and Engineering Program, Arizona State University, USA#TAB#","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018532037","display_name":"Hari Sundaram","orcid":"https://orcid.org/0000-0003-3315-6055"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hari Sundaram","raw_affiliation_strings":["Arts Media and Engineering Program, Arizona State University, USA","Arts Media and Engineering Program, Arizona State University, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Arts Media and Engineering Program, Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arts Media and Engineering Program, Arizona State University, USA#TAB#","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019141418","display_name":"Aisling Kelliher","orcid":"https://orcid.org/0000-0001-9175-2176"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aisling Kelliher","raw_affiliation_strings":["Arts Media and Engineering Program, Arizona State University, USA","Arts Media and Engineering Program, Arizona State University, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Arts Media and Engineering Program, Arizona State University, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Arts Media and Engineering Program, Arizona State University, USA#TAB#","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5042159546"],"corresponding_institution_ids":["https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":0.4825,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.67434029,"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":"3481","last_page":"3484"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9997000098228455,"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":0.9997000098228455,"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9907000064849854,"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":0.9905999898910522,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9649935960769653},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.8044884204864502},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.791745126247406},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5702630877494812},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5238885283470154},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5132312774658203},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.46476420760154724},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3020373284816742},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2891167998313904},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.28365930914878845}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9649935960769653},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.8044884204864502},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.791745126247406},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5702630877494812},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5238885283470154},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5132312774658203},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.46476420760154724},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3020373284816742},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2891167998313904},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.28365930914878845},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp.2009.4960375","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2009.4960375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Acoustics, Speech and Signal Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.164.4359","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.164.4359","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ame2.asu.edu/students/lin/pub/lin2009_icassp_camera.pdf","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":6,"referenced_works":["https://openalex.org/W1979584682","https://openalex.org/W2083598336","https://openalex.org/W2113146646","https://openalex.org/W2122710250","https://openalex.org/W2126024570","https://openalex.org/W2166563561"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W2888780092","https://openalex.org/W2120116197","https://openalex.org/W159653547"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,58],"novel":[4],"social":[5,18,28,63,107],"media":[6,10,67,104],"summarization":[7],"framework.":[8],"Summarizing":[9],"created":[11],"and":[12,30,48,52,68],"shared":[13],"in":[14,73,106],"large":[15],"scale":[16],"online":[17],"networks":[19,25],"unfolds":[20],"challenging":[21],"research":[22],"problems.":[23],"The":[24],"exhibit":[26],"heterogeneous":[27],"interactions":[29],"temporal":[31,75],"dynamics.":[32],"Our":[33],"proposed":[34],"framework":[35],"relies":[36],"on":[37,93],"the":[38,62],"co-presence":[39],"of":[40,61,103],"multiple":[41],"important":[42,80],"facets:":[43],"who":[44],"(users),":[45],"what":[46],"(concepts":[47],"media),":[49],"how":[50],"(actions)":[51],"when":[53],"(time).":[54],"First,":[55],"we":[56],"impose":[57],"syntactic":[59],"structure":[60],"activity":[64,88],"(relating":[65],"users,":[66],"concepts":[69],"via":[70],"specific":[71],"actions)":[72],"our":[74,98],"multi-graph":[76],"mining":[77],"algorithm.":[78],"Second,":[79],"activities":[81],"along":[82],"each":[83],"facet":[84],"are":[85],"extracted":[86],"as":[87],"themes":[89],"over":[90],"time.":[91],"Experiments":[92],"Flickr":[94],"datasets":[95],"demonstrate":[96],"that":[97],"technique":[99],"captures":[100],"nontrivial":[101],"evolution":[102],"use":[105],"networks.":[108]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}