{"id":"https://openalex.org/W4415445066","doi":"https://doi.org/10.1145/3663547.3746401","title":"Task Mode: Dynamic Filtering for Task-Specific Web Navigation using LLMs","display_name":"Task Mode: Dynamic Filtering for Task-Specific Web Navigation using LLMs","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W4415445066","doi":"https://doi.org/10.1145/3663547.3746401"},"language":"en","primary_location":{"id":"doi:10.1145/3663547.3746401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663547.3746401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663547.3746401","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3663547.3746401","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114334904","display_name":"Ananya Gubbi Mohanbabu","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ananya Gubbi Mohanbabu","raw_affiliation_strings":["Department of Computer Science, The University of Texas at Austin, Austin, Texas, USA"],"raw_orcid":"https://orcid.org/0009-0002-1014-4385","affiliations":[{"raw_affiliation_string":"Department of Computer Science, The University of Texas at Austin, Austin, Texas, USA","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097660100","display_name":"Yotam Sechayk","orcid":"https://orcid.org/0009-0002-5286-0080"},"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":"Yotam Sechayk","raw_affiliation_strings":["The University of Tokyo, Tokyo, Japan"],"raw_orcid":"https://orcid.org/0009-0002-5286-0080","affiliations":[{"raw_affiliation_string":"The University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014816733","display_name":"Amy Pavel","orcid":"https://orcid.org/0000-0002-3908-4366"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Amy Pavel","raw_affiliation_strings":["Department of Computer Science, University of California, Berkeley, Berkeley, California, USA"],"raw_orcid":"https://orcid.org/0000-0002-3908-4366","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Berkeley, Berkeley, California, USA","institution_ids":["https://openalex.org/I95457486"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5114334904"],"corresponding_institution_ids":["https://openalex.org/I86519309"],"apc_list":null,"apc_paid":null,"fwci":2.9051,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93447306,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9976000189781189,"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"}},"topics":[{"id":"https://openalex.org/T12016","display_name":"Web Data Mining and Analysis","score":0.9976000189781189,"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/T10470","display_name":"Usability and User Interface Design","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10679","display_name":"Service-Oriented Architecture and Web Services","score":0.9911999702453613,"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/task","display_name":"Task (project management)","score":0.7971000075340271},{"id":"https://openalex.org/keywords/mode","display_name":"Mode (computer interface)","score":0.5756000280380249},{"id":"https://openalex.org/keywords/web-navigation","display_name":"Web navigation","score":0.4408000111579895},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.4066999852657318},{"id":"https://openalex.org/keywords/information-access","display_name":"Information access","score":0.36309999227523804},{"id":"https://openalex.org/keywords/task-analysis","display_name":"Task analysis","score":0.3580999970436096}],"concepts":[{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.7971000075340271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7182000279426575},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6448000073432922},{"id":"https://openalex.org/C48677424","wikidata":"https://www.wikidata.org/wiki/Q6888088","display_name":"Mode (computer interface)","level":2,"score":0.5756000280380249},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4779999852180481},{"id":"https://openalex.org/C61096286","wikidata":"https://www.wikidata.org/wiki/Q7978592","display_name":"Web navigation","level":3,"score":0.4408000111579895},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.40790000557899475},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.4066999852657318},{"id":"https://openalex.org/C2776543384","wikidata":"https://www.wikidata.org/wiki/Q593289","display_name":"Information access","level":2,"score":0.36309999227523804},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.3580999970436096},{"id":"https://openalex.org/C176809094","wikidata":"https://www.wikidata.org/wiki/Q15401496","display_name":"Traverse","level":2,"score":0.35179999470710754},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.3492000102996826},{"id":"https://openalex.org/C118643609","wikidata":"https://www.wikidata.org/wiki/Q189210","display_name":"Web application","level":2,"score":0.34549999237060547},{"id":"https://openalex.org/C89505385","wikidata":"https://www.wikidata.org/wiki/Q47146","display_name":"User interface","level":2,"score":0.32989999651908875},{"id":"https://openalex.org/C21959979","wikidata":"https://www.wikidata.org/wiki/Q36774","display_name":"Web page","level":2,"score":0.2703999876976013}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3663547.3746401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663547.3746401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663547.3746401","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2507.14769","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.14769","pdf_url":"https://arxiv.org/pdf/2507.14769","source":{"id":"https://openalex.org/S4393918464","display_name":"ArXiv.org","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3663547.3746401","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3663547.3746401","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3663547.3746401","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th International ACM SIGACCESS Conference on Computers and Accessibility","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4415445066.pdf"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1971338064","https://openalex.org/W1972469647","https://openalex.org/W1985122858","https://openalex.org/W2004149450","https://openalex.org/W2011095819","https://openalex.org/W2023919898","https://openalex.org/W2027468682","https://openalex.org/W2034511689","https://openalex.org/W2038302413","https://openalex.org/W2107112927","https://openalex.org/W2115210820","https://openalex.org/W2131210874","https://openalex.org/W2152414382","https://openalex.org/W2153220376","https://openalex.org/W2157289187","https://openalex.org/W2158533558","https://openalex.org/W2271345687","https://openalex.org/W2594674417","https://openalex.org/W2620881163","https://openalex.org/W2765797894","https://openalex.org/W2790680786","https://openalex.org/W2795529671","https://openalex.org/W2896738489","https://openalex.org/W2896806675","https://openalex.org/W2911768383","https://openalex.org/W2914197086","https://openalex.org/W2922012916","https://openalex.org/W2955685532","https://openalex.org/W2980956911","https://openalex.org/W2981148933","https://openalex.org/W3153469116","https://openalex.org/W3155638432","https://openalex.org/W3160360651","https://openalex.org/W3163900966","https://openalex.org/W3205571996","https://openalex.org/W4225166771","https://openalex.org/W4236416532","https://openalex.org/W4360991223","https://openalex.org/W4366547366","https://openalex.org/W4366547483","https://openalex.org/W4366549263","https://openalex.org/W4387773448","https://openalex.org/W4387993592","https://openalex.org/W4399723107","https://openalex.org/W4401856679","https://openalex.org/W4402753874","https://openalex.org/W4403555634","https://openalex.org/W4403576958","https://openalex.org/W4404784045","https://openalex.org/W4408589473","https://openalex.org/W4409746394","https://openalex.org/W4409886285","https://openalex.org/W4411119774"],"related_works":[],"abstract_inverted_index":{"Modern":[0],"web":[1,64],"interfaces":[2],"are":[3],"unnecessarily":[4],"complex":[5],"to":[6,18,46,74,94,132,139],"use":[7,140],"as":[8],"they":[9],"overwhelm":[10],"users":[11,28,48],"with":[12,101,153],"excessive":[13],"text":[14],"and":[15,34,76,156,169,187],"visuals":[16],"unrelated":[17],"their":[19],"current":[20],"goals.":[21],"This":[22,159],"problem":[23],"particularly":[24],"impacts":[25],"screen":[26],"reader":[27],"(SRUs),":[29],"who":[30,50],"navigate":[31],"content":[32,65],"sequentially":[33],"may":[35],"spend":[36],"minutes":[37],"traversing":[38],"irrelevant":[39],"elements":[40,79],"before":[41],"reaching":[42],"desired":[43],"information":[44],"compared":[45],"vision":[47],"(VUs)":[49],"visually":[51],"skim":[52],"in":[53,143,179],"seconds.":[54],"We":[55],"present":[56],"Task":[57,141,148],"Mode,":[58],"a":[59],"system":[60],"that":[61,109,147],"dynamically":[62],"filters":[63],"based":[66],"on":[67],"user-specified":[68],"goals":[69],"using":[70],"large":[71],"language":[72],"models":[73],"identify":[75],"prioritize":[77],"relevant":[78],"while":[80,88,118],"minimizing":[81],"distractions.":[82,158],"Our":[83,98],"approach":[84,111],"preserves":[85],"page":[86],"structure":[87],"offering":[89],"multiple":[90],"viewing":[91],"modes":[92],"tailored":[93],"different":[95],"access":[96,171],"needs.":[97],"user":[99],"study":[100],"12":[102,136],"participants":[103,137],"(6":[104],"VUs,":[105,122],"6":[106],"SRUs)":[107],"demonstrates":[108,161],"our":[110],"reduced":[112],"task":[113],"completion":[114,125],"time":[115,126],"for":[116,121,167],"SRUs":[117],"maintaining":[119],"performance":[120],"decreasing":[123],"the":[124,144],"gap":[127],"between":[128],"groups":[129],"from":[130],"2x":[131],"1.2x.":[133],"11":[134],"of":[135],"wanted":[138],"Mode":[142,149],"future,":[145],"reporting":[146],"supported":[150],"completing":[151],"tasks":[152],"less":[154],"effort":[155],"fewer":[157],"work":[160],"how":[162],"designing":[163],"new":[164],"interactions":[165],"simultaneously":[166],"visual":[168],"non-visual":[170],"can":[172],"reduce":[173],"rather":[174],"than":[175],"reinforce":[176],"accessibility":[177],"disparities":[178],"future":[180],"technology":[181],"created":[182],"by":[183],"human-computer":[184],"interaction":[185],"researchers":[186],"practitioners.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-23T00:00:00"}
