{"id":"https://openalex.org/W3022195330","doi":"https://doi.org/10.1145/3371300.3383354","title":"Supporting the design of data visualisation for the visually impaired through reinforcement learning","display_name":"Supporting the design of data visualisation for the visually impaired through reinforcement learning","publication_year":2020,"publication_date":"2020-04-20","ids":{"openalex":"https://openalex.org/W3022195330","doi":"https://doi.org/10.1145/3371300.3383354","mag":"3022195330"},"language":"en","primary_location":{"id":"doi:10.1145/3371300.3383354","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3371300.3383354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Web for All Conference","raw_type":"proceedings-article"},"type":"conference-paper","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/A5091758795","display_name":"Dalal Aljasem","orcid":"https://orcid.org/0009-0003-4102-8261"},"institutions":[{"id":"https://openalex.org/I79619799","display_name":"University of Birmingham","ror":"https://ror.org/03angcq70","country_code":"GB","type":"education","lineage":["https://openalex.org/I79619799"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Dalal Aljasem","raw_affiliation_strings":["University of Birmingham, Birmingham, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Birmingham, Birmingham, United Kingdom","institution_ids":["https://openalex.org/I79619799"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5091758795"],"corresponding_institution_ids":["https://openalex.org/I79619799"],"apc_list":null,"apc_paid":null,"fwci":0.2742,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.40700972,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.9902999997138977,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10427","display_name":"Visual perception and processing mechanisms","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7437207698822021},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7235199213027954},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7172579765319824},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.6335989236831665},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.588927686214447},{"id":"https://openalex.org/keywords/visual-impairment","display_name":"Visual impairment","score":0.5637685060501099},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4514927864074707},{"id":"https://openalex.org/keywords/visually-impaired","display_name":"Visually impaired","score":0.4482000768184662},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.41032126545906067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3944551646709442},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3646361529827118},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.14085176587104797},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11459174752235413}],"concepts":[{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7437207698822021},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7235199213027954},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7172579765319824},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.6335989236831665},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.588927686214447},{"id":"https://openalex.org/C2781372952","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Visual impairment","level":2,"score":0.5637685060501099},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4514927864074707},{"id":"https://openalex.org/C3020106864","wikidata":"https://www.wikidata.org/wiki/Q737460","display_name":"Visually impaired","level":2,"score":0.4482000768184662},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.41032126545906067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3944551646709442},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3646361529827118},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.14085176587104797},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11459174752235413},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3371300.3383354","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3371300.3383354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Web for All Conference","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W602814754","https://openalex.org/W1592995866","https://openalex.org/W1967797786","https://openalex.org/W1989288392","https://openalex.org/W2033710484","https://openalex.org/W2131608631","https://openalex.org/W2324843886","https://openalex.org/W2611333394","https://openalex.org/W2786914257"],"related_works":["https://openalex.org/W2166248296","https://openalex.org/W2995743050","https://openalex.org/W3022313497","https://openalex.org/W332756932","https://openalex.org/W2976816735","https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638"],"abstract_inverted_index":{"The":[0,26,186],"aim":[1],"of":[2,45,130,167,176,210],"the":[3,42,62,67,73,82,91,104,108,112,124,126,138,150,165,173,183,208,211],"research":[4],"is":[5,29,140,147],"to":[6,11,16,30,78,163,221,228],"present":[7],"a":[8,22,32,53,142],"possible":[9],"approach":[10],"help":[12,95,164],"visually":[13,46,151],"impaired":[14,47,152],"people":[15,48,226],"make":[17],"decisions":[18],"while":[19],"interacting":[20],"with":[21,52,172],"data":[23,54],"visualisation":[24,99,144],"task.":[25],"main":[27],"goal":[28,175],"build":[31],"Machine":[33],"Learning":[34,200],"model":[35,113,139,187],"(i.e.":[36],"Reinforcement":[37,199],"Learning)":[38],"that":[39,146],"can":[40],"predict":[41],"visual":[43,120,132,184],"behaviour":[44],"when":[49],"they":[50],"interact":[51],"visualisation.":[55],"This":[56],"work":[57],"concerns":[58],"partial":[59],"vision,":[60],"where":[61],"damage":[63],"occurred":[64],"in":[65,72,81,86,96,161],"either":[66],"peripheral":[68],"vision":[69,75,84],"such":[70,196],"as":[71,197,213,217],"Tunnel":[74],"(e.g.":[76,85],"due":[77],"Glaucoma),":[79],"or":[80],"central":[83],"age-related":[87],"Macular":[88],"Degeneration).":[89],"Getting":[90],"desired":[92],"results":[93],"would":[94],"designing":[97],"accessible":[98],"tasks":[100,122,127],"which":[101],"will":[102,114,128,153,188,206],"assist":[103],"decision-making":[105],"process":[106],"for":[107,149,182],"relevant":[109],"users.":[110],"Initially,":[111],"be":[115,154,189],"iteratively":[116,190],"evaluated":[117,157],"on":[118,158],"existing":[119],"search":[121],"from":[123],"literature;":[125],"consist":[129],"both":[131],"impairment-and":[133],"normal":[134],"vision-related":[135],"tasks.":[136],"Once":[137],"tested,":[141],"new":[143],"task":[145],"suitable":[148],"designed":[155],"and":[156,170,178,224],"human":[159],"participants":[160],"order":[162],"cycle":[166],"design,":[168],"development":[169],"testing,":[171],"ultimate":[174],"supporting":[177],"transforming":[179],"user":[180],"experience":[181],"impaired.":[185],"refined":[191],"using":[192],"more":[193],"advanced":[194],"methods":[195],"Deep":[198],"(DRL).":[201],"Furthermore,":[202],"rational":[203],"analysis":[204],"framework":[205],"inform":[207],"building":[209],"model,":[212],"it":[214],"uses":[215],"rationality":[216],"an":[218],"empirical":[219],"tool":[220],"explain":[222],"how":[223],"why":[225],"adapt":[227],"their":[229],"environment.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}