{"id":"https://openalex.org/W2788173062","doi":"https://doi.org/10.1145/3151470.3151475","title":"Visualizing sentiment change in social networks","display_name":"Visualizing sentiment change in social networks","publication_year":2017,"publication_date":"2017-11-08","ids":{"openalex":"https://openalex.org/W2788173062","doi":"https://doi.org/10.1145/3151470.3151475","mag":"2788173062"},"language":"en","primary_location":{"id":"doi:10.1145/3151470.3151475","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3151470.3151475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th Latin American Conference on Human-Computer Interaction","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/A5070358769","display_name":"Omar Valdiviezo","orcid":"https://orcid.org/0000-0002-1986-3856"},"institutions":[{"id":"https://openalex.org/I69181431","display_name":"Universidad de las Am\u00e9ricas Puebla","ror":"https://ror.org/01s1km724","country_code":"MX","type":"education","lineage":["https://openalex.org/I69181431"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Omar Valdiviezo","raw_affiliation_strings":["Universidad de las Am\u00e9ricas Puebla, Ex-Hda. Sta. Catarina M\u00e1rtir Cholula, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad de las Am\u00e9ricas Puebla, Ex-Hda. Sta. Catarina M\u00e1rtir Cholula, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I69181431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022943870","display_name":"J. Alfredo S\u00e1nchez","orcid":"https://orcid.org/0000-0001-7728-7087"},"institutions":[{"id":"https://openalex.org/I69181431","display_name":"Universidad de las Am\u00e9ricas Puebla","ror":"https://ror.org/01s1km724","country_code":"MX","type":"education","lineage":["https://openalex.org/I69181431"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. Alfredo S\u00e1nchez","raw_affiliation_strings":["Universidad de las Am\u00e9ricas Puebla, Ex-Hda. Sta. Catarina M\u00e1rtir Cholula, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad de las Am\u00e9ricas Puebla, Ex-Hda. Sta. Catarina M\u00e1rtir Cholula, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I69181431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070501557","display_name":"Ofelia Cervantes","orcid":null},"institutions":[{"id":"https://openalex.org/I69181431","display_name":"Universidad de las Am\u00e9ricas Puebla","ror":"https://ror.org/01s1km724","country_code":"MX","type":"education","lineage":["https://openalex.org/I69181431"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ofelia Cervantes","raw_affiliation_strings":["Universidad de las Am\u00e9ricas Puebla, Ex-Hda. Sta. Catarina M\u00e1rtir Cholula, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Universidad de las Am\u00e9ricas Puebla, Ex-Hda. Sta. Catarina M\u00e1rtir Cholula, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I69181431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5070358769"],"corresponding_institution_ids":["https://openalex.org/I69181431"],"apc_list":null,"apc_paid":null,"fwci":0.5851,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.77257685,"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":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9979000091552734,"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"}},"topics":[{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9979000091552734,"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"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9969000220298767,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9968000054359436,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6567257642745972},{"id":"https://openalex.org/keywords/sentiment-analysis","display_name":"Sentiment analysis","score":0.5069549083709717},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3886490762233734},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34154433012008667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6567257642745972},{"id":"https://openalex.org/C66402592","wikidata":"https://www.wikidata.org/wiki/Q2271421","display_name":"Sentiment analysis","level":2,"score":0.5069549083709717},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3886490762233734},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34154433012008667}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3151470.3151475","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3151470.3151475","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 8th Latin American Conference on Human-Computer Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7099999785423279,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W164668119","https://openalex.org/W1487648447","https://openalex.org/W1870215482","https://openalex.org/W1985232312","https://openalex.org/W2064459199","https://openalex.org/W2091084672","https://openalex.org/W2149628368","https://openalex.org/W2217757155","https://openalex.org/W2370737246","https://openalex.org/W2542889218","https://openalex.org/W2626959846","https://openalex.org/W4240492454"],"related_works":["https://openalex.org/W2972715936","https://openalex.org/W2326619756","https://openalex.org/W2997013919","https://openalex.org/W2567514149","https://openalex.org/W4290928156","https://openalex.org/W2944636446","https://openalex.org/W2909085234","https://openalex.org/W3153487575","https://openalex.org/W3080191145","https://openalex.org/W3107474891"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2,129],"SCWorld,":[3],"a":[4,33,47,80,88,132,148,158,192],"novel":[5],"scheme":[6,92],"for":[7,82],"visualizing":[8],"sentiment":[9,25,38,60,83,106],"changes":[10,61],"in":[11,13,24,27,46,73,135,157,166,170],"real-time":[12],"social":[14,48,74,168],"networks.":[15,75],"Two":[16],"main":[17],"features":[18],"distinguish":[19],"SCWorld":[20,76,119,178],"from":[21,105],"existing":[22],"work":[23],"classification":[26,84],"real":[28,171],"time:":[29],"First,":[30],"it":[31,51,130],"provides":[32,87],"high-level,":[34],"large-granularity":[35],"view":[36],"of":[37,44,59,67,177,191],"and":[39,69,100,113,121,128,142,154],"relationships":[40,143],"among":[41],"dynamic":[42],"clusters":[43],"topics":[45,137],"network;":[49],"second,":[50],"allows":[52],"users":[53],"to":[54],"observe":[55],"animated":[56],"graphical":[57],"representations":[58],"that":[62,85,103,146],"reflect":[63],"the":[64,109,115,123,167,175],"aggregated":[65],"polarity":[66],"postings":[68],"other":[70],"user":[71,189],"activities":[72],"builds":[77],"upon":[78],"Expression,":[79],"platform":[81],"also":[86],"low-granularity":[89],"topic":[90,150],"visualization":[91],"termed":[93],"Sentiment":[94],"Card":[95],"(SC).":[96],"SCs":[97],"merge":[98],"quantitative":[99],"qualitative":[101],"data":[102,124],"arise":[104],"analysis":[107],"at":[108],"lowest":[110],"cognitive":[111],"level":[112],"extract":[114],"most":[116],"relevant":[117],"information.":[118],"seizes":[120],"synthesizes":[122],"analyzed":[125],"by":[126],"Expression":[127],"as":[131,140,151,179,181],"forced-directed":[133],"diagram,":[134],"which":[136],"are":[138],"represented":[139],"nodes,":[141],"between":[144],"nodes":[145],"influence":[147],"specific":[149],"links.":[152],"Nodes":[153],"links":[155],"change":[156],"reactive":[159],"way":[160],"based":[161,187],"on":[162,188],"what":[163],"is":[164],"happening":[165],"network":[169],"time.":[172],"We":[173],"present":[174],"design":[176],"well":[180],"initial":[182],"findings":[183],"regarding":[184],"its":[185],"utility":[186],"testing":[190],"proof-of-concept":[193],"prototype.":[194]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
