{"id":"https://openalex.org/W4404331841","doi":"https://doi.org/10.1145/3678884.3681854","title":"SummarFlex: Exploring Personalized News Filtering and Reading with Query-Focused Hierarchical Summarization","display_name":"SummarFlex: Exploring Personalized News Filtering and Reading with Query-Focused Hierarchical Summarization","publication_year":2024,"publication_date":"2024-11-11","ids":{"openalex":"https://openalex.org/W4404331841","doi":"https://doi.org/10.1145/3678884.3681854"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678884.3681854","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3678884.3681854","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3678884.3681854","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114628920","display_name":"Zimo Xia","orcid":"https://orcid.org/0009-0007-6308-3439"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zimo Xia","raw_affiliation_strings":["Sun Yat-sen University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, Zhuhai, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109572567","display_name":"X.-F Sun","orcid":"https://orcid.org/0009-0001-8653-9327"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xichen Sun","raw_affiliation_strings":["Sun Yat-sen University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, Zhuhai, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055029713","display_name":"Xueyang Wu","orcid":"https://orcid.org/0000-0001-5419-7273"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xueyang Wu","raw_affiliation_strings":["The Hong Kong Polytechnic University, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"The Hong Kong Polytechnic University, Hong Kong, China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101983387","display_name":"Qi Pan","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiyu Pan","raw_affiliation_strings":["Sun Yat-sen University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, Zhuhai, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048924349","display_name":"Kaixiang Mo","orcid":"https://orcid.org/0000-0003-3326-8938"},"institutions":[],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Kaixiang Mo","raw_affiliation_strings":["Shopee, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"Shopee, Singapore, Singapore","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081718999","display_name":"Zhenhui Peng","orcid":"https://orcid.org/0000-0002-5700-3136"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenhui Peng","raw_affiliation_strings":["Sun Yat-sen University, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen University, Zhuhai, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":84},"biblio":{"volume":null,"issue":null,"first_page":"216","last_page":"222"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9977,"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":0.9977,"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/T10028","display_name":"Topic Modeling","score":0.9974,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9818,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/multi-document-summarization","display_name":"Multi-document summarization","score":0.6947638}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9593185},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.83923805},{"id":"https://openalex.org/C134714966","wikidata":"https://www.wikidata.org/wiki/Q6934448","display_name":"Multi-document summarization","level":3,"score":0.6947638},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.6657506},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.62088853},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.37210026},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33044988},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.09409469},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678884.3681854","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3678884.3681854","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1145/3678884.3681854","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3678884.3681854","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[{"score":0.85,"id":"https://metadata.un.org/sdg/4","display_name":"Quality education"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":18,"referenced_works":["https://openalex.org/W2034182670","https://openalex.org/W2046121755","https://openalex.org/W2940759641","https://openalex.org/W2954217339","https://openalex.org/W2972940711","https://openalex.org/W3161713025","https://openalex.org/W3209028787","https://openalex.org/W4288400169","https://openalex.org/W4309617558","https://openalex.org/W4362508491","https://openalex.org/W4366549263","https://openalex.org/W4366729084","https://openalex.org/W4380301765","https://openalex.org/W4380302139","https://openalex.org/W4380302183","https://openalex.org/W4380363217","https://openalex.org/W4385070384","https://openalex.org/W4387801290"],"related_works":["https://openalex.org/W3164984162","https://openalex.org/W2902627734","https://openalex.org/W2785821657","https://openalex.org/W2568827738","https://openalex.org/W2365100044","https://openalex.org/W2173208124","https://openalex.org/W2112885393","https://openalex.org/W2104677027","https://openalex.org/W2065541085","https://openalex.org/W1990695371"],"abstract_inverted_index":{"News":[0],"readers":[1],"often":[2],"need":[3],"to":[4,46,70,83,96,111],"filter":[5,60],"articles":[6,61,127],"of":[7,88,130],"their":[8,30],"interests":[9],"and":[10,24,34,50,92,128,145],"seek":[11],"needed":[12,131],"information":[13,132],"in":[14,124,133],"the":[15,71,89,116,134],"selected":[16,77],"article.":[17,135],"However,":[18],"they":[19],"may":[20],"face":[21],"clickbait":[22],"titles":[23,63],"redundant":[25],"content,":[26],"which":[27],"could":[28],"reduce":[29],"news":[31,48,143],"filtering":[32,49,144],"efficiency":[33,123],"reading":[35,51,75,146],"experience.":[36],"In":[37,56],"this":[38],"paper,":[39],"we":[40],"develop":[41],"a":[42,76,85,94,112],"technical":[43],"prototype":[44],"SummarFlex":[45,119],"explore":[47],"with":[52,62,138,147],"query-focused":[53],"hierarchical":[54],"summarization.":[55],"SummarFlex,":[57],"users":[58,79],"can":[59,80],"generated":[64],"by":[65],"GPT":[66],"that":[67,109],"are":[68],"relevant":[69],"queried":[72],"keywords.":[73],"When":[74],"article,":[78],"specify":[81],"keywords":[82],"generate":[84],"highlevel":[86],"summary":[87,100],"full":[90],"content":[91],"click":[93],"sentence":[95],"get":[97],"an":[98],"expanded":[99],"hierarchically.":[101],"A":[102],"within-subject":[103],"study":[104],"(N":[105],"=":[106],"20)":[107],"shows":[108],"compared":[110],"baseline":[113],"tool":[114],"without":[115],"summarization":[117],"features,":[118],"significantly":[120],"improves":[121],"users'":[122],"finding":[125],"interested":[126],"comprehension":[129],"We":[136],"conclude":[137],"design":[139],"insights":[140],"for":[141],"supporting":[142],"machine-generated":[148],"content.":[149]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4404331841","counts_by_year":[],"updated_date":"2024-12-24T01:55:40.352019","created_date":"2024-11-14"}