{"id":"https://openalex.org/W3125790831","doi":"https://doi.org/10.3390/e23020160","title":"Influence Cascades: Entropy-Based Characterization of Behavioral Influence Patterns in Social Media","display_name":"Influence Cascades: Entropy-Based Characterization of Behavioral Influence Patterns in Social Media","publication_year":2021,"publication_date":"2021-01-28","ids":{"openalex":"https://openalex.org/W3125790831","doi":"https://doi.org/10.3390/e23020160","mag":"3125790831","pmid":"https://pubmed.ncbi.nlm.nih.gov/33525557"},"language":"en","primary_location":{"id":"doi:10.3390/e23020160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e23020160","pdf_url":"https://www.mdpi.com/1099-4300/23/2/160/pdf","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1099-4300/23/2/160/pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024812681","display_name":"Chathurani Senevirathna","orcid":"https://orcid.org/0000-0001-7300-9979"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chathurani Senevirathna","raw_affiliation_strings":["Complex Adaptive Systems Lab, Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA"],"affiliations":[{"raw_affiliation_string":"Complex Adaptive Systems Lab, Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070225814","display_name":"Chathika Gunaratne","orcid":"https://orcid.org/0000-0002-2508-8745"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chathika Gunaratne","raw_affiliation_strings":["Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA"],"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligence Lab, Massachusetts Institute of Technology, Cambridge, MA 02139, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077452538","display_name":"William Rand","orcid":"https://orcid.org/0000-0002-8294-1757"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William Rand","raw_affiliation_strings":["Poole School of Management, North Carolina State University, Raleigh, NC 27695, USA"],"affiliations":[{"raw_affiliation_string":"Poole School of Management, North Carolina State University, Raleigh, NC 27695, USA","institution_ids":["https://openalex.org/I137902535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078150295","display_name":"Chathura Jayalath","orcid":"https://orcid.org/0000-0002-2056-0211"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chathura Jayalath","raw_affiliation_strings":["Complex Adaptive Systems Lab, Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA"],"affiliations":[{"raw_affiliation_string":"Complex Adaptive Systems Lab, Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001663885","display_name":"Iv\u00e1n Garibay","orcid":"https://orcid.org/0000-0002-3302-9382"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ivan Garibay","raw_affiliation_strings":["Complex Adaptive Systems Lab, Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA"],"affiliations":[{"raw_affiliation_string":"Complex Adaptive Systems Lab, Department of Industrial Engineering and Management Systems, University of Central Florida, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5001663885"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":{"value":2000,"currency":"CHF","value_usd":2165},"apc_paid":{"value":2000,"currency":"CHF","value_usd":2165},"fwci":0.7789,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.69772369,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"23","issue":"2","first_page":"160","last_page":"160"},"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/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9994999766349792,"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/T10557","display_name":"Social Media and Politics","score":0.9840999841690063,"subfield":{"id":"https://openalex.org/subfields/3315","display_name":"Communication"},"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/computer-science","display_name":"Computer science","score":0.7037789225578308},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5979066491127014},{"id":"https://openalex.org/keywords/entropy","display_name":"Entropy (arrow of time)","score":0.5717591047286987},{"id":"https://openalex.org/keywords/information-cascade","display_name":"Information cascade","score":0.4962471127510071},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.4688956141471863},{"id":"https://openalex.org/keywords/null-model","display_name":"Null model","score":0.45521870255470276},{"id":"https://openalex.org/keywords/empirical-research","display_name":"Empirical research","score":0.4497874677181244},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4473952054977417},{"id":"https://openalex.org/keywords/conditional-entropy","display_name":"Conditional entropy","score":0.4373970627784729},{"id":"https://openalex.org/keywords/social-network","display_name":"Social network (sociolinguistics)","score":0.42171812057495117},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3466285467147827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33032646775245667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2879643142223358},{"id":"https://openalex.org/keywords/principle-of-maximum-entropy","display_name":"Principle of maximum entropy","score":0.1915380358695984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18226414918899536},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.13735246658325195},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13712257146835327}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7037789225578308},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5979066491127014},{"id":"https://openalex.org/C106301342","wikidata":"https://www.wikidata.org/wiki/Q4117933","display_name":"Entropy (arrow of time)","level":2,"score":0.5717591047286987},{"id":"https://openalex.org/C27286358","wikidata":"https://www.wikidata.org/wiki/Q6031027","display_name":"Information cascade","level":2,"score":0.4962471127510071},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.4688956141471863},{"id":"https://openalex.org/C36382193","wikidata":"https://www.wikidata.org/wiki/Q7068966","display_name":"Null model","level":2,"score":0.45521870255470276},{"id":"https://openalex.org/C120936955","wikidata":"https://www.wikidata.org/wiki/Q2155640","display_name":"Empirical research","level":2,"score":0.4497874677181244},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4473952054977417},{"id":"https://openalex.org/C101721835","wikidata":"https://www.wikidata.org/wiki/Q813908","display_name":"Conditional entropy","level":3,"score":0.4373970627784729},{"id":"https://openalex.org/C4727928","wikidata":"https://www.wikidata.org/wiki/Q17164759","display_name":"Social network (sociolinguistics)","level":3,"score":0.42171812057495117},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3466285467147827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33032646775245667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2879643142223358},{"id":"https://openalex.org/C9679016","wikidata":"https://www.wikidata.org/wiki/Q1417473","display_name":"Principle of maximum entropy","level":2,"score":0.1915380358695984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18226414918899536},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.13735246658325195},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13712257146835327},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":7,"locations":[{"id":"doi:10.3390/e23020160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e23020160","pdf_url":"https://www.mdpi.com/1099-4300/23/2/160/pdf","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},{"id":"pmid:33525557","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33525557","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:a0c7946642f24c2e81bd370b1f99487a","is_oa":true,"landing_page_url":"https://doaj.org/article/a0c7946642f24c2e81bd370b1f99487a","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy, Vol 23, Iss 2, p 160 (2021)","raw_type":"article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/131341","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/131341","pdf_url":null,"source":{"id":"https://openalex.org/S4306520335","display_name":"Multidisciplinary Digital Publishing Institute","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Multidisciplinary Digital Publishing Institute","raw_type":"Article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/131341.2","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/131341.2","pdf_url":null,"source":{"id":"https://openalex.org/S4306520335","display_name":"Multidisciplinary Digital Publishing Institute","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Multidisciplinary Digital Publishing Institute","raw_type":"Article"},{"id":"pmh:oai:mdpi.com:/1099-4300/23/2/160/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/e23020160","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy; Volume 23; Issue 2; Pages: 160","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7912022","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7912022","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Entropy (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/e23020160","is_oa":true,"landing_page_url":"https://doi.org/10.3390/e23020160","pdf_url":"https://www.mdpi.com/1099-4300/23/2/160/pdf","source":{"id":"https://openalex.org/S195231649","display_name":"Entropy","issn_l":"1099-4300","issn":["1099-4300"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Entropy","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6100000143051147,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G3456545279","display_name":null,"funder_award_id":"HR001117S0018","funder_id":"https://openalex.org/F4320332180","funder_display_name":"Defense Advanced Research Projects Agency"}],"funders":[{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3125790831.pdf","grobid_xml":"https://content.openalex.org/works/W3125790831.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W90853004","https://openalex.org/W171462922","https://openalex.org/W927534094","https://openalex.org/W1814023381","https://openalex.org/W1912220035","https://openalex.org/W1967579779","https://openalex.org/W1994473607","https://openalex.org/W1995875735","https://openalex.org/W2018504333","https://openalex.org/W2021314079","https://openalex.org/W2029148261","https://openalex.org/W2033198212","https://openalex.org/W2041782669","https://openalex.org/W2048324994","https://openalex.org/W2063665119","https://openalex.org/W2090824512","https://openalex.org/W2101196063","https://openalex.org/W2101642367","https://openalex.org/W2113889316","https://openalex.org/W2121911157","https://openalex.org/W2127775997","https://openalex.org/W2128005952","https://openalex.org/W2133131640","https://openalex.org/W2150375325","https://openalex.org/W2285811961","https://openalex.org/W2297251404","https://openalex.org/W2390196958","https://openalex.org/W2396157866","https://openalex.org/W2410527349","https://openalex.org/W2412533576","https://openalex.org/W2493103841","https://openalex.org/W2617981897","https://openalex.org/W2618673889","https://openalex.org/W2742740910","https://openalex.org/W2756328256","https://openalex.org/W2792550408","https://openalex.org/W2804758507","https://openalex.org/W2809583854","https://openalex.org/W2809774630","https://openalex.org/W2920698537","https://openalex.org/W2932962725","https://openalex.org/W2978422749","https://openalex.org/W2989839732","https://openalex.org/W3007997759","https://openalex.org/W3046909015","https://openalex.org/W3082773694","https://openalex.org/W3123063432","https://openalex.org/W4231413695","https://openalex.org/W4376569278","https://openalex.org/W6603689010","https://openalex.org/W6604866769","https://openalex.org/W6638399519","https://openalex.org/W6744522529"],"related_works":["https://openalex.org/W1550757207","https://openalex.org/W2003770568","https://openalex.org/W2186435021","https://openalex.org/W2161963661","https://openalex.org/W2350489049","https://openalex.org/W2092738042","https://openalex.org/W1795191888","https://openalex.org/W2982586717","https://openalex.org/W4388571699","https://openalex.org/W2187263011"],"abstract_inverted_index":{"Influence":[0],"cascades":[1,131],"are":[2],"typically":[3],"analyzed":[4],"using":[5,15,111],"a":[6,54,57,60,63,74,91,117,121],"single":[7],"metric":[8],"approach,":[9],"i.e.,":[10],"all":[11],"influence":[12,20,33,80,87,102,130,135],"is":[13,21,34,50],"measured":[14],"one":[16],"number.":[17],"However,":[18],"social":[19,108],"not":[22],"monolithic;":[23],"different":[24,27,30],"users":[25],"exercise":[26],"influences":[28],"in":[29,137],"ways,":[31],"and":[32,39,89,105,114,132,143],"correlated":[35],"with":[36],"the":[37,48,141,144,147],"user":[38],"content-specific":[40],"attributes.":[41],"One":[42],"such":[43],"attribute":[44],"could":[45],"be":[46],"whether":[47],"action":[49],"an":[51,66],"initiation":[52],"of":[53,65,129,134,146],"new":[55],"post,":[56,61],"contribution":[58],"to":[59,94,116],"or":[62],"sharing":[64],"existing":[67],"post.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72,85],"present":[73,90],"novel":[75],"method":[76],"for":[77],"tracking":[78],"these":[79,97,101],"relationships":[81],"over":[82],"time,":[83],"which":[84],"call":[86],"cascades,":[88],"visualization":[92],"technique":[93],"better":[95],"understand":[96],"cascades.":[98],"We":[99],"investigate":[100],"patterns":[103,133],"within":[104],"across":[106],"online":[107],"media":[109],"platforms":[110],"empirical":[112],"data":[113],"comparing":[115],"scale-free":[118],"network":[119],"as":[120],"null":[122],"model.":[123],"Our":[124],"results":[125],"show":[126],"that":[127],"characteristics":[128],"are,":[136],"fact,":[138],"affected":[139],"by":[140],"platform":[142],"community":[145],"users.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
