{"id":"https://openalex.org/W7159651181","doi":"https://doi.org/10.48550/arxiv.2604.27905","title":"CoNewsReader: Supporting Comprehensive Understanding and Raising Critical Thoughts on Social Media News Through Comments","display_name":"CoNewsReader: Supporting Comprehensive Understanding and Raising Critical Thoughts on Social Media News Through Comments","publication_year":2026,"publication_date":"2026-04-30","ids":{"openalex":"https://openalex.org/W7159651181","doi":"https://doi.org/10.48550/arxiv.2604.27905"},"language":null,"primary_location":{"id":"doi:10.48550/arxiv.2604.27905","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27905","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"type":"preprint","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2604.27905","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5093096878","display_name":"Kangyu Yuan","orcid":"https://orcid.org/0009-0001-8460-9651"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yuan, Kangyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134942337","display_name":"Guanzheng Chen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chen, Guanzheng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134940070","display_name":"Sizhe Liang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liang, Sizhe","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111361930","display_name":"Hehai Lin","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lin, Hehai","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134940726","display_name":"Qingyu Guo","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guo, Qingyu","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053220954","display_name":"Dingdong Liu","orcid":"https://orcid.org/0000-0003-0985-0979"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Liu, Dingdong","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5134938282","display_name":"Xiaojuan Ma","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ma, Xiaojuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5081718999","display_name":"Zhenhui Peng","orcid":"https://orcid.org/0000-0002-5700-3136"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peng, Zhenhui","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11147","display_name":"Misinformation and Its Impacts","score":0.1120000034570694,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T11147","display_name":"Misinformation and Its Impacts","score":0.1120000034570694,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"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/T13274","display_name":"Expert finding and Q&A systems","score":0.0828000009059906,"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/T12478","display_name":"Wikis in Education and Collaboration","score":0.0625,"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/raising","display_name":"Raising (metalworking)","score":0.8396000266075134},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5809000134468079},{"id":"https://openalex.org/keywords/formative-assessment","display_name":"Formative assessment","score":0.5593000054359436},{"id":"https://openalex.org/keywords/reading","display_name":"Reading (process)","score":0.5346999764442444},{"id":"https://openalex.org/keywords/critical-reading","display_name":"Critical reading","score":0.5170000195503235},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.48539999127388}],"concepts":[{"id":"https://openalex.org/C2780589192","wikidata":"https://www.wikidata.org/wiki/Q7285140","display_name":"Raising (metalworking)","level":2,"score":0.8396000266075134},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5809000134468079},{"id":"https://openalex.org/C42525527","wikidata":"https://www.wikidata.org/wiki/Q1209955","display_name":"Formative assessment","level":2,"score":0.5593000054359436},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.5346999764442444},{"id":"https://openalex.org/C2778782433","wikidata":"https://www.wikidata.org/wiki/Q5186755","display_name":"Critical reading","level":3,"score":0.5170000195503235},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.48539999127388},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48179998993873596},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.39980000257492065},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.3303999900817871},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3061999976634979},{"id":"https://openalex.org/C2779756789","wikidata":"https://www.wikidata.org/wiki/Q28549308","display_name":"Fake news","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C2780656832","wikidata":"https://www.wikidata.org/wiki/Q796573","display_name":"Online discussion","level":2,"score":0.2822999954223633},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.27079999446868896},{"id":"https://openalex.org/C2779030433","wikidata":"https://www.wikidata.org/wiki/Q1789511","display_name":"Critical discourse analysis","level":4,"score":0.26930001378059387},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2540999948978424},{"id":"https://openalex.org/C2777007513","wikidata":"https://www.wikidata.org/wiki/Q5186708","display_name":"Critical design","level":2,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.48550/arxiv.2604.27905","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27905","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"doi:10.48550/arxiv.2604.27905","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2604.27905","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.864290177822113,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Critical":[0],"news":[1,36,106,143,164],"reading":[2,144,175],"(CNR),":[3],"which":[4],"requires":[5],"grasping":[6,104],"the":[7,16,35,105,124,163],"holistic":[8],"ideas":[9],"of":[10],"and":[11,44,48,80,118,158,165,179],"raising":[12,166],"critical":[13,49,128,167],"thoughts":[14],"on":[15,29,123,161],"news,":[17],"is":[18,53],"beneficial":[19],"yet":[20],"challenging":[21],"for":[22,73,116,173],"general":[23],"people":[24],"who":[25],"usually":[26],"get":[27],"information":[28,43,110],"daily":[30],"social":[31,147],"media.":[32],"Comments":[33],"under":[34],"can":[37],"aid":[38],"CNR":[39,76,92,156],"by":[40,95],"providing":[41],"complementary":[42,109],"other":[45],"readers'":[46],"diverse":[47],"thoughts.":[50,168],"However,":[51],"it":[52],"under-investigated":[54],"how":[55],"to":[56,60,126,140],"leverage":[57],"these":[58],"comments":[59,115,125],"support":[61],"users":[62,102],"in":[63,103,146],"CNR.":[64],"In":[65],"this":[66],"paper,":[67],"we":[68,86],"first":[69],"derive":[70],"user":[71],"requirements":[72],"a":[74,81,89,96,141,153],"comment-based":[75,90],"tool":[77,93],"from":[78,111],"literature":[79],"formative":[82],"study":[83,132],"(N=12).":[84],"Then,":[85],"develop":[87],"CoNewsReader,":[88],"interactive":[91],"powered":[94],"large":[97],"language":[98],"model.":[99],"CoNewsReader":[100,151],"supports":[101],"idea":[107],"with":[108,133,150,177],"comments,":[112],"filtering":[113],"useful":[114],"CNR,":[117],"getting":[119],"questions":[120],"generated":[121],"based":[122],"conduct":[127],"thinking.":[129],"Our":[130],"within-subjects":[131],"24":[134],"university":[135],"students":[136],"indicates":[137],"that":[138],"compared":[139],"baseline":[142],"interface":[145],"media,":[148],"participants":[149],"have":[152],"more":[154],"engaging":[155],"experience":[157],"perform":[159],"better":[160],"comprehending":[162],"We":[169],"discuss":[170],"design":[171],"considerations":[172],"supporting":[174],"tasks":[176],"user-":[178],"machine-generated":[180],"content.":[181]},"counts_by_year":[],"updated_date":"2026-07-01T06:00:48.157686","created_date":"2026-05-02T00:00:00"}