{"id":"https://openalex.org/W4406495753","doi":"https://doi.org/10.1109/bigdata62323.2024.10825907","title":"Polarization Prism: Facilitating Diverse Viewpoint Reflection by Mining Unseen Perspectives in Social Media Polarization","display_name":"Polarization Prism: Facilitating Diverse Viewpoint Reflection by Mining Unseen Perspectives in Social Media Polarization","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406495753","doi":"https://doi.org/10.1109/bigdata62323.2024.10825907"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5022280457","display_name":"Koki Noda","orcid":"https://orcid.org/0009-0009-7937-805X"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Koki Noda","raw_affiliation_strings":["TDAI Lab Co., Ltd.,Japan"],"affiliations":[{"raw_affiliation_string":"TDAI Lab Co., Ltd.,Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004489982","display_name":"Tomoki Fukuma","orcid":"https://orcid.org/0000-0002-1489-9868"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tomoki Fukuma","raw_affiliation_strings":["TDAI Lab Co., Ltd.,Japan"],"affiliations":[{"raw_affiliation_string":"TDAI Lab Co., Ltd.,Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067900587","display_name":"Takashi Ubukata","orcid":"https://orcid.org/0000-0001-5124-4986"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Toshihide Ubukata","raw_affiliation_strings":["TDAI Lab Co., Ltd.,Japan"],"affiliations":[{"raw_affiliation_string":"TDAI Lab Co., Ltd.,Japan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042731826","display_name":"Yoshiharu Ichikawa","orcid":"https://orcid.org/0009-0000-8035-9141"},"institutions":[{"id":"https://openalex.org/I4210107548","display_name":"Japan Broadcasting Corporation (Japan)","ror":"https://ror.org/01s8tz949","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210107548"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshiharu Ichikawa","raw_affiliation_strings":["Japan Broadcasting Corporation"],"affiliations":[{"raw_affiliation_string":"Japan Broadcasting Corporation","institution_ids":["https://openalex.org/I4210107548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008712430","display_name":"Kyosuke Kambe","orcid":"https://orcid.org/0009-0007-9451-721X"},"institutions":[{"id":"https://openalex.org/I4210107548","display_name":"Japan Broadcasting Corporation (Japan)","ror":"https://ror.org/01s8tz949","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210107548"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kyosuke Kambe","raw_affiliation_strings":["Japan Broadcasting Corporation"],"affiliations":[{"raw_affiliation_string":"Japan Broadcasting Corporation","institution_ids":["https://openalex.org/I4210107548"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092732478","display_name":"Yu Masubuchi","orcid":"https://orcid.org/0009-0002-2872-4847"},"institutions":[{"id":"https://openalex.org/I4210107548","display_name":"Japan Broadcasting Corporation (Japan)","ror":"https://ror.org/01s8tz949","country_code":"JP","type":"company","lineage":["https://openalex.org/I4210107548"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yu Masubuchi","raw_affiliation_strings":["Japan Broadcasting Corporation"],"affiliations":[{"raw_affiliation_string":"Japan Broadcasting Corporation","institution_ids":["https://openalex.org/I4210107548"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5040217228","display_name":"Fujio Toriumi","orcid":"https://orcid.org/0000-0003-3866-4956"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Fujio Toriumi","raw_affiliation_strings":["The University of Tokyo"],"affiliations":[{"raw_affiliation_string":"The University of Tokyo","institution_ids":["https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5022280457"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24288952,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3026","last_page":"3033"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10064","display_name":"Complex Network Analysis Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9937000274658203,"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":0.9926000237464905,"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/polarization","display_name":"Polarization (electrochemistry)","score":0.7708392143249512},{"id":"https://openalex.org/keywords/prism","display_name":"Prism","score":0.6136277914047241},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.5633131861686707},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.5577704906463623},{"id":"https://openalex.org/keywords/reflection","display_name":"Reflection (computer programming)","score":0.5130728483200073},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4689089059829712},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.33396509289741516},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.133713960647583},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.07184171676635742}],"concepts":[{"id":"https://openalex.org/C205049153","wikidata":"https://www.wikidata.org/wiki/Q2698605","display_name":"Polarization (electrochemistry)","level":2,"score":0.7708392143249512},{"id":"https://openalex.org/C67666897","wikidata":"https://www.wikidata.org/wiki/Q165896","display_name":"Prism","level":2,"score":0.6136277914047241},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.5633131861686707},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.5577704906463623},{"id":"https://openalex.org/C65682993","wikidata":"https://www.wikidata.org/wiki/Q1056451","display_name":"Reflection (computer programming)","level":2,"score":0.5130728483200073},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4689089059829712},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.33396509289741516},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.133713960647583},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.07184171676635742},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825907","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825907","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1535602073","https://openalex.org/W1541193761","https://openalex.org/W1583059097","https://openalex.org/W1858975100","https://openalex.org/W2021715735","https://openalex.org/W2023794141","https://openalex.org/W2028695285","https://openalex.org/W2038788060","https://openalex.org/W2051939153","https://openalex.org/W2070232376","https://openalex.org/W2131244513","https://openalex.org/W2154393330","https://openalex.org/W2211757780","https://openalex.org/W2512471079","https://openalex.org/W2553739880","https://openalex.org/W2562236173","https://openalex.org/W2753353351","https://openalex.org/W2792053130","https://openalex.org/W2963877803","https://openalex.org/W3035554416","https://openalex.org/W3098175417","https://openalex.org/W3101118213","https://openalex.org/W3206986933","https://openalex.org/W3215150661","https://openalex.org/W4210778032","https://openalex.org/W4223928346","https://openalex.org/W4225100584","https://openalex.org/W4226515364","https://openalex.org/W4232488826","https://openalex.org/W4300918441","https://openalex.org/W4310513695","https://openalex.org/W4396843599","https://openalex.org/W6603689333","https://openalex.org/W6686066374","https://openalex.org/W6780384779","https://openalex.org/W6846767307","https://openalex.org/W6846817266"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2952972673","https://openalex.org/W4205251058","https://openalex.org/W2037081915","https://openalex.org/W2023964449","https://openalex.org/W1999948698","https://openalex.org/W2157705994","https://openalex.org/W2744035829","https://openalex.org/W2037383605","https://openalex.org/W2082718581"],"abstract_inverted_index":{"Social":[0],"media":[1,41,84,91,128,147],"has":[2,16],"enabled":[3],"users":[4,125],"to":[5,20,78,93,103,138],"easily":[6],"share":[7],"opinions":[8],"and":[9,26,42,99,141],"engage":[10],"with":[11,110,126],"like-minded":[12],"individuals,":[13],"but":[14],"it":[15],"also":[17],"increased":[18],"exposure":[19],"biased":[21],"information":[22],"through":[23],"filter":[24],"bubbles":[25],"polarization.":[27,49],"We":[28],"propose":[29],"Polarization":[30,74,136],"Prism,":[31],"a":[32],"novel":[33],"reflection":[34],"tool":[35,51,116],"that":[36,114],"visualizes":[37],"polarization":[38,140],"on":[39,69],"social":[40,83],"reveals":[43],"diverse":[44,101],"perspectives":[45,55,66,102],"often":[46],"overlooked":[47],"under":[48],"The":[50],"extracts":[52],"differences":[53],"in":[54,149],"between":[56],"polarized":[57],"groups":[58],"using":[59],"natural":[60],"language":[61],"processing":[62],"techniques,":[63],"capturing":[64],"multifaceted":[65],"without":[67],"relying":[68],"predefined":[70],"axes":[71],"like":[72],"pro/con.":[73],"Prism":[75,137],"is":[76],"designed":[77],"be":[79],"immediately":[80],"generated":[81],"from":[82],"posts":[85],"about":[86,96],"ongoing":[87],"events,":[88],"enabling":[89],"news":[90],"outlets":[92],"raise":[94],"awareness":[95,119],"opinion":[97],"biases":[98],"present":[100],"their":[104],"readers.":[105],"An":[106],"online":[107],"user":[108,146],"study":[109],"847":[111],"participants":[112],"demonstrated":[113],"the":[115,133,143],"effectively":[117],"increases":[118],"of":[120,135,145],"perspective":[121],"diversity,":[122],"particularly":[123],"among":[124],"higher":[127],"literacy.":[129],"Our":[130],"findings":[131],"highlight":[132],"potential":[134],"mitigate":[139],"underscore":[142],"importance":[144],"literacy":[148],"maximizing":[150],"its":[151],"effectiveness.":[152]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
