{"id":"https://openalex.org/W2772787288","doi":"https://doi.org/10.1145/3148055.3148071","title":"What Ignites a Reply?","display_name":"What Ignites a Reply?","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2772787288","doi":"https://doi.org/10.1145/3148055.3148071","mag":"2772787288"},"language":"en","primary_location":{"id":"doi:10.1145/3148055.3148071","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3148055.3148071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies","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/A5003696858","display_name":"Johnny Torres","orcid":"https://orcid.org/0000-0001-8322-0356"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":true,"raw_author_name":"Johnny Torres","raw_affiliation_strings":["Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017900355","display_name":"Carmen Vaca","orcid":"https://orcid.org/0000-0002-0474-1901"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Carmen Vaca","raw_affiliation_strings":["Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071047865","display_name":"Cristina L. Abad","orcid":"https://orcid.org/0000-0002-9263-673X"},"institutions":[{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Cristina L. Abad","raw_affiliation_strings":["Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Escuela Superior Polit\u00e9cnica del Litoral, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5003696858"],"corresponding_institution_ids":["https://openalex.org/I2135383"],"apc_list":null,"apc_paid":null,"fwci":0.5161,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.65271921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"149","last_page":"156"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9955000281333923,"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"}},{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9921000003814697,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/computer-science","display_name":"Computer science","score":0.8082953095436096},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.7891339063644409},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.7436330318450928},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.7353620529174805},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.7173948287963867},{"id":"https://openalex.org/keywords/microblogging","display_name":"Microblogging","score":0.6787207126617432},{"id":"https://openalex.org/keywords/conversation","display_name":"Conversation","score":0.6460206508636475},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.47148773074150085},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.4539295732975006},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3833089768886566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37096524238586426},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36400845646858215},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.08526575565338135}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8082953095436096},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.7891339063644409},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.7436330318450928},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.7353620529174805},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.7173948287963867},{"id":"https://openalex.org/C143275388","wikidata":"https://www.wikidata.org/wiki/Q92438","display_name":"Microblogging","level":3,"score":0.6787207126617432},{"id":"https://openalex.org/C2777200299","wikidata":"https://www.wikidata.org/wiki/Q52943","display_name":"Conversation","level":2,"score":0.6460206508636475},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.47148773074150085},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.4539295732975006},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3833089768886566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37096524238586426},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36400845646858215},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.08526575565338135},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3148055.3148071","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3148055.3148071","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Fourth IEEE/ACM International Conference on Big Data Computing, Applications and Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W889023230","https://openalex.org/W1496632887","https://openalex.org/W1507437021","https://openalex.org/W1516554472","https://openalex.org/W1996263819","https://openalex.org/W2000042664","https://openalex.org/W2001653897","https://openalex.org/W2026318959","https://openalex.org/W2048064382","https://openalex.org/W2077584722","https://openalex.org/W2087946700","https://openalex.org/W2115615127","https://openalex.org/W2127267264","https://openalex.org/W2140173168","https://openalex.org/W2170857652","https://openalex.org/W2183877827","https://openalex.org/W2403632950","https://openalex.org/W2594125959","https://openalex.org/W2713640100","https://openalex.org/W2962690183","https://openalex.org/W2962883855","https://openalex.org/W3003748997","https://openalex.org/W3098801554","https://openalex.org/W3103362336","https://openalex.org/W3104987177","https://openalex.org/W4301704857"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W1495447650","https://openalex.org/W2093123876","https://openalex.org/W85071333","https://openalex.org/W2217604302","https://openalex.org/W4252662682","https://openalex.org/W2508527832","https://openalex.org/W2052157222","https://openalex.org/W2560247060","https://openalex.org/W2405355880"],"abstract_inverted_index":{"Nowadays,":[0],"microblog":[1],"platforms":[2],"provide":[3],"a":[4,59,94,125],"medium":[5],"to":[6,88,104,156],"share":[7],"content":[8,74,122],"and":[9,24,55,73,83,113,150],"interact":[10],"with":[11,109],"other":[12],"users.":[13],"With":[14],"the":[15,22,33,36,44,53,78,119,133,147,157],"large-scale":[16],"data":[17],"generated":[18,123],"on":[19,77],"these":[20],"platforms,":[21],"origin":[23],"reasons":[25],"of":[26,35,61,121],"users":[27,108],"engagement":[28],"in":[29,50,153],"conversations":[30,49,100],"has":[31],"attracted":[32],"attention":[34],"research":[37,158],"community.":[38],"In":[39],"this":[40,154],"paper,":[41],"we":[42,65,81],"analyze":[43],"factors":[45],"that":[46,91,99,132],"might":[47],"spark":[48,93],"Twitter,":[51],"for":[52],"English":[54],"Spanish":[56],"languages.":[57],"Using":[58],"corpus":[60],"2.7":[62],"million":[63],"tweets,":[64],"reconstruct":[66],"existing":[67],"conversations,":[68],"then":[69],"extract":[70],"several":[71,85],"contextual":[72],"features.":[75],"Based":[76],"features":[79],"extracted,":[80],"train":[82],"evaluate":[84],"predictive":[86,135],"models":[87],"identify":[89],"tweets":[90],"will":[92],"conversation.":[95],"Our":[96],"findings":[97],"show":[98],"are":[101],"more":[102,126],"likely":[103],"be":[105],"initiated":[106],"by":[107],"high":[110],"activity":[111],"level":[112],"popularity.":[114],"For":[115],"less":[116],"popular":[117],"users,":[118],"type":[120],"is":[124,137],"important":[127],"factor.":[128],"Experimental":[129],"results":[130],"shows":[131],"best":[134],"model":[136],"able":[138],"obtain":[139],"an":[140],"average":[141],"score":[142],"$F1=0.80$.":[143],"We":[144],"made":[145],"available":[146],"dataset":[148],"scripts":[149],"code":[151],"used":[152],"paper":[155],"community":[159],"via":[160],"Github.":[161]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
