{"id":"https://openalex.org/W3096733999","doi":"https://doi.org/10.1145/3406865.3418375","title":"Text Mining for Social Good; Context-aware Measurement of Social Impact and Effects Using Natural Language Processing","display_name":"Text Mining for Social Good; Context-aware Measurement of Social Impact and Effects Using Natural Language Processing","publication_year":2020,"publication_date":"2020-10-15","ids":{"openalex":"https://openalex.org/W3096733999","doi":"https://doi.org/10.1145/3406865.3418375","mag":"3096733999"},"language":"en","primary_location":{"id":"doi:10.1145/3406865.3418375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3406865.3418375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing","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/A5012092057","display_name":"Rezvaneh Rezapour","orcid":"https://orcid.org/0000-0001-8185-4785"},"institutions":[{"id":"https://openalex.org/I157725225","display_name":"University of Illinois Urbana-Champaign","ror":"https://ror.org/047426m28","country_code":"US","type":"education","lineage":["https://openalex.org/I157725225"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Rezvaneh Rezapour","raw_affiliation_strings":["University of Illinois at Urbana-Champaign, Champaign, IL, USA"],"affiliations":[{"raw_affiliation_string":"University of Illinois at Urbana-Champaign, Champaign, IL, USA","institution_ids":["https://openalex.org/I157725225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5012092057"],"corresponding_institution_ids":["https://openalex.org/I157725225"],"apc_list":null,"apc_paid":null,"fwci":1.4798,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.89449409,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T13910","display_name":"Computational and Text Analysis Methods","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3300","display_name":"General Social Sciences"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12592","display_name":"Opinion Dynamics and Social Influence","score":0.9866999983787537,"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":0.9825999736785889,"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":0.6045812964439392},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6025291681289673},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5121181011199951},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.4944431781768799},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.4875773787498474},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.454316109418869},{"id":"https://openalex.org/keywords/interpersonal-communication","display_name":"Interpersonal communication","score":0.45286744832992554},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4209865927696228},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4104405641555786},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.24816641211509705},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2473827302455902},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.22096186876296997},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.20056486129760742},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.18484866619110107},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11421743035316467}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6045812964439392},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6025291681289673},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5121181011199951},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.4944431781768799},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.4875773787498474},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.454316109418869},{"id":"https://openalex.org/C164850336","wikidata":"https://www.wikidata.org/wiki/Q3685487","display_name":"Interpersonal communication","level":2,"score":0.45286744832992554},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4209865927696228},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4104405641555786},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.24816641211509705},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2473827302455902},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.22096186876296997},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.20056486129760742},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.18484866619110107},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11421743035316467},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3406865.3418375","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3406865.3418375","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Companion Publication of the 2020 Conference on Computer Supported Cooperative Work and Social Computing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8199999928474426,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2088861238","https://openalex.org/W2095655043","https://openalex.org/W2098940738","https://openalex.org/W2119595472","https://openalex.org/W2153266959","https://openalex.org/W2167251605","https://openalex.org/W2416283493","https://openalex.org/W2460159515","https://openalex.org/W2588888090","https://openalex.org/W2808538487","https://openalex.org/W2951936974","https://openalex.org/W2954823892","https://openalex.org/W3121452939","https://openalex.org/W3125923573","https://openalex.org/W4214907476","https://openalex.org/W4296586302"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2185469136","https://openalex.org/W2011264131","https://openalex.org/W4306353150","https://openalex.org/W2026860389","https://openalex.org/W8219677","https://openalex.org/W3216879894","https://openalex.org/W2890132085","https://openalex.org/W2168054807","https://openalex.org/W2058990474"],"abstract_inverted_index":{"Exposure":[0],"to":[1,43,93,102,126,134,166],"information":[2,99],"sources":[3],"of":[4,47,75,98,114,137,151,160,181],"different":[5,73],"types":[6,74],"and":[7,16,21,33,52,67,81,84,90,108,110,116,130,143,154,158,174,183],"modalities,":[8],"such":[9],"as":[10,28,30],"social":[11,37,79,104,115,139],"media,":[12],"movies,":[13],"scholarly":[14,88],"reports,":[15],"interactions":[17],"with":[18],"other":[19],"communities":[20],"groups":[22,53],"can":[23,146],"change":[24],"a":[25,148],"person's":[26],"values":[27],"well":[29],"their":[31],"knowledge":[32],"attitude":[34],"towards":[35],"various":[36],"phenomena.":[38],"My":[39],"doctoral":[40],"research":[41,71],"aims":[42,101],"analyze":[44],"the":[45,96,112,135,179],"effect":[46],"these":[48],"stimuli":[49],"on":[50,119],"people":[51],"by":[54],"applying":[55],"mixed-method":[56],"approaches":[57,142],"that":[58,100],"include":[59],"techniques":[60],"from":[61],"natural":[62],"language":[63,121],"processing,":[64],"close":[65],"reading,":[66],"machine":[68],"learning.":[69],"The":[70,141],"leverages":[72],"user-generated":[76],"texts":[77,86],"(i.e.,":[78,87],"media":[80],"customer":[82],"reviews),":[83],"professionally-generated":[85],"publications":[89],"organizational":[91],"documents)":[92],"study":[94],"(1)":[95],"impact":[97,113],"advance":[103],"good":[105],"for":[106,169],"individuals":[107],"society,":[109],"(2)":[111],"individual":[117],"biases":[118],"people's":[120,152],"use.":[122],"This":[123],"work":[124],"contributes":[125],"advancing":[127],"knowledge,":[128],"theory":[129],"computational":[131,138],"solutions":[132,168],"relevant":[133],"field":[136],"science.":[140],"insights":[144],"discussed":[145],"provide":[147],"better":[149],"understanding":[150],"attitudes":[153],"judgments":[155],"toward":[156],"issues":[157],"events":[159],"general":[161],"interest,":[162],"which":[163],"is":[164],"necessary":[165],"develop":[167],"minimizing":[170],"biases,":[171],"filter":[172],"bubbles,":[173],"polarization":[175],"while":[176],"also":[177],"improving":[178],"effectiveness":[180],"interpersonal":[182],"societal":[184],"discourse.":[185]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
