{"id":"https://openalex.org/W2279507106","doi":"https://doi.org/10.1145/2808797.2809376","title":"Actions Are Louder than Words in Social Media","display_name":"Actions Are Louder than Words in Social Media","publication_year":2015,"publication_date":"2015-08-25","ids":{"openalex":"https://openalex.org/W2279507106","doi":"https://doi.org/10.1145/2808797.2809376","mag":"2279507106"},"language":"en","primary_location":{"id":"doi:10.1145/2808797.2809376","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2809376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015","raw_type":"proceedings-article"},"type":"conference-paper","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/A5003778477","display_name":"Rostyslav Korolov","orcid":null},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rostyslav Korolov","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031241006","display_name":"Justin Peabody","orcid":null},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Justin Peabody","raw_affiliation_strings":["Department of Computer Science &amp; Engineering, Washington University in St. Louis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science &amp; Engineering, Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079488386","display_name":"Allen Lavoie","orcid":null},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allen Lavoie","raw_affiliation_strings":["Department of Computer Science &amp; Engineering, Washington University in St. Louis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science &amp; Engineering, Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046273513","display_name":"Sanmay Das","orcid":"https://orcid.org/0000-0002-6814-871X"},"institutions":[{"id":"https://openalex.org/I204465549","display_name":"Washington University in St. Louis","ror":"https://ror.org/01yc7t268","country_code":"US","type":"education","lineage":["https://openalex.org/I204465549"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanmay Das","raw_affiliation_strings":["Department of Computer Science &amp; Engineering, Washington University in St. Louis"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science &amp; Engineering, Washington University in St. Louis","institution_ids":["https://openalex.org/I204465549"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051863472","display_name":"Malik Magdon\u2010Ismail","orcid":"https://orcid.org/0000-0001-7327-7770"},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Malik Magdon-Ismail","raw_affiliation_strings":["Department of Computer Science, Rensselaer Polytechnic Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109162977","display_name":"William A. Wallace","orcid":null},"institutions":[{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Wallace","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Rensselaer Polytechnic Institute","institution_ids":["https://openalex.org/I165799507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"292","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","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/T12592","display_name":"Opinion Dynamics and Social Influence","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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9991999864578247,"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/T11147","display_name":"Misinformation and Its Impacts","score":0.9976000189781189,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/donation","display_name":"Donation","score":0.7221612930297852},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6968412399291992},{"id":"https://openalex.org/keywords/liberian-dollar","display_name":"Liberian dollar","score":0.6904696226119995},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.6505160331726074},{"id":"https://openalex.org/keywords/advertising","display_name":"Advertising","score":0.5529801249504089},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.5242550373077393},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.4547138214111328},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.4343253970146179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4009994864463806},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.3859257698059082},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.36982592940330505},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.3511061668395996},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2612769603729248},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.234760582447052},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2290651798248291},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.1725863814353943},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10407751798629761},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.07603785395622253}],"concepts":[{"id":"https://openalex.org/C2775933685","wikidata":"https://www.wikidata.org/wiki/Q1124860","display_name":"Donation","level":2,"score":0.7221612930297852},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6968412399291992},{"id":"https://openalex.org/C109168655","wikidata":"https://www.wikidata.org/wiki/Q242988","display_name":"Liberian dollar","level":2,"score":0.6904696226119995},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.6505160331726074},{"id":"https://openalex.org/C112698675","wikidata":"https://www.wikidata.org/wiki/Q37038","display_name":"Advertising","level":1,"score":0.5529801249504089},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.5242550373077393},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.4547138214111328},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.4343253970146179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4009994864463806},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.3859257698059082},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.36982592940330505},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.3511061668395996},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2612769603729248},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.234760582447052},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2290651798248291},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.1725863814353943},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10407751798629761},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.07603785395622253},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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":1,"locations":[{"id":"doi:10.1145/2808797.2809376","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2808797.2809376","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining 2015","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6899999976158142,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G6982800894","display_name":"Collaborative CDI-Type II: Cyber Enabled Discovery System for Advanced Multidisciplinary Study of Humanitarian Logistics for Disaster Response","funder_award_id":"1124827","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G948678646","display_name":null,"funder_award_id":"W911NF-09-2-0053","funder_id":"https://openalex.org/F4320338295","funder_display_name":"Army Research Laboratory"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306110","display_name":"U.S. Department of Homeland Security","ror":"https://ror.org/00jyr0d86"},{"id":"https://openalex.org/F4320338295","display_name":"Army Research Laboratory","ror":"https://ror.org/011hc8f90"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W797920393","https://openalex.org/W1599302870","https://openalex.org/W1656132379","https://openalex.org/W1959149903","https://openalex.org/W1964119131","https://openalex.org/W1965499304","https://openalex.org/W1998002546","https://openalex.org/W1998956117","https://openalex.org/W1999641489","https://openalex.org/W2008620264","https://openalex.org/W2035625712","https://openalex.org/W2036858833","https://openalex.org/W2042123098","https://openalex.org/W2047869961","https://openalex.org/W2061820396","https://openalex.org/W2080450835","https://openalex.org/W2096365673","https://openalex.org/W2098730244","https://openalex.org/W2101558191","https://openalex.org/W2112896229","https://openalex.org/W2114696370","https://openalex.org/W2116300606","https://openalex.org/W2129261459","https://openalex.org/W2129622394","https://openalex.org/W2130673724","https://openalex.org/W2133269759","https://openalex.org/W2141450886","https://openalex.org/W2143389784","https://openalex.org/W2153635508","https://openalex.org/W2218244741","https://openalex.org/W2978422749","https://openalex.org/W3125407629","https://openalex.org/W4298491728","https://openalex.org/W6684934842"],"related_works":["https://openalex.org/W2728430307","https://openalex.org/W2107786128","https://openalex.org/W2053241453","https://openalex.org/W2153980712","https://openalex.org/W2537388533","https://openalex.org/W2978974359","https://openalex.org/W2036556872","https://openalex.org/W2021183651","https://openalex.org/W2017590198","https://openalex.org/W2353191283"],"abstract_inverted_index":{"We":[0],"study":[1],"the":[2,5,16,19,24,39,66],"relationship":[3],"between":[4],"level":[6,17],"of":[7,18,49],"chatter":[8,34],"on":[9,35],"a":[10,29,47,72],"social":[11],"medium":[12],"(like":[13],"Twitter)":[14],"and":[15,84,92],"observed":[20],"actions":[21],"related":[22],"to":[23,82,89],"chatter.":[25,64],"For":[26],"example,":[27],"in":[28],"disaster,":[30],"how":[31],"does":[32],"relief-donation":[33],"Twitter":[36],"correlate":[37],"with":[38],"dollar":[40],"amount":[41],"received?":[42],"One":[43],"hypothesis":[44],"is":[45,71],"that":[46],"fraction":[48],"those":[50],"who":[51,76],"act":[52],"will":[53],"also":[54],"tweet":[55,77],"about":[56,78],"it,":[57],"which":[58],"implies":[59],"linear":[60],"scaling,":[61,101],"action":[62],"\u221d":[63],"On":[65],"other":[67],"hand,":[68],"if":[69],"there":[70],"contagion":[73],"effect":[74],"(those":[75],"donation":[79],"incite":[80],"others":[81],"donate)":[83],"these":[85],"incited":[86],"donors":[87],"tend":[88],"be":[90],"\"quiet\"":[91],"not":[93],"broadcast":[94],"their":[95],"actions,":[96],"then":[97],"we":[98],"expect":[99],"superlinear":[100]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
