{"id":"https://openalex.org/W3184836945","doi":"https://doi.org/10.1145/3468784.3471601","title":"HMaViz: Human-machine analytics for visual recommendation","display_name":"HMaViz: Human-machine analytics for visual recommendation","publication_year":2021,"publication_date":"2021-06-29","ids":{"openalex":"https://openalex.org/W3184836945","doi":"https://doi.org/10.1145/3468784.3471601","mag":"3184836945"},"language":"en","primary_location":{"id":"doi:10.1145/3468784.3471601","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3468784.3471601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th International Conference on Advances in Information Technology","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/A5034489450","display_name":"Ngan Nguyen","orcid":"https://orcid.org/0000-0001-5039-8019"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ngan V.T. Nguyen","raw_affiliation_strings":["Texas Tech University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Tech University, United States","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063674569","display_name":"Vung Pham","orcid":"https://orcid.org/0000-0001-9702-8904"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vung Pham","raw_affiliation_strings":["Texas Tech University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Tech University, United States","institution_ids":["https://openalex.org/I12315562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032280607","display_name":"Tommy Dang","orcid":"https://orcid.org/0000-0001-8322-0014"},"institutions":[{"id":"https://openalex.org/I12315562","display_name":"Texas Tech University","ror":"https://ror.org/0405mnx93","country_code":"US","type":"education","lineage":["https://openalex.org/I12315562"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tommy Dang","raw_affiliation_strings":["Texas Tech University, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Texas Tech University, United States","institution_ids":["https://openalex.org/I12315562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I12315562"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.07844139,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11439","display_name":"Video Analysis and Summarization","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T11106","display_name":"Data Management and Algorithms","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.7786225080490112},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.7777597904205322},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.6588587760925293},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4905368685722351},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41282856464385986},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.31569766998291016},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.29954904317855835}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7786225080490112},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.7777597904205322},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.6588587760925293},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4905368685722351},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41282856464385986},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.31569766998291016},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29954904317855835}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3468784.3471601","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3468784.3471601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 12th International Conference on Advances in Information Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W235499453","https://openalex.org/W1512287614","https://openalex.org/W1539816672","https://openalex.org/W1961845056","https://openalex.org/W1976087569","https://openalex.org/W1984167505","https://openalex.org/W1990401068","https://openalex.org/W1991207010","https://openalex.org/W1997136459","https://openalex.org/W2002008002","https://openalex.org/W2049058890","https://openalex.org/W2091138122","https://openalex.org/W2096080031","https://openalex.org/W2097181344","https://openalex.org/W2099655815","https://openalex.org/W2100235918","https://openalex.org/W2104146802","https://openalex.org/W2109727435","https://openalex.org/W2111736285","https://openalex.org/W2112420033","https://openalex.org/W2127020419","https://openalex.org/W2135415614","https://openalex.org/W2136435231","https://openalex.org/W2140413822","https://openalex.org/W2143475690","https://openalex.org/W2151530263","https://openalex.org/W2152922709","https://openalex.org/W2157379557","https://openalex.org/W2160368903","https://openalex.org/W2160382748","https://openalex.org/W2168405694","https://openalex.org/W2313094819","https://openalex.org/W2516678343","https://openalex.org/W2555066320","https://openalex.org/W2592959293","https://openalex.org/W2610226709","https://openalex.org/W2611990000","https://openalex.org/W2752257308","https://openalex.org/W2767868795","https://openalex.org/W2795577698","https://openalex.org/W2800378834","https://openalex.org/W2815307792","https://openalex.org/W2886887279","https://openalex.org/W2894167989","https://openalex.org/W2998216295","https://openalex.org/W3131335015","https://openalex.org/W3160856140","https://openalex.org/W4230961424","https://openalex.org/W4234630430"],"related_works":["https://openalex.org/W2362367986","https://openalex.org/W348707231","https://openalex.org/W2064719069","https://openalex.org/W3041760129","https://openalex.org/W2062940763","https://openalex.org/W2952667803","https://openalex.org/W202848325","https://openalex.org/W2171036274","https://openalex.org/W2186032312","https://openalex.org/W2350094487"],"abstract_inverted_index":{"Visualizations":[0],"are":[1,24],"context-specific.":[2],"Understanding":[3],"the":[4,45,60,89,119,124],"context":[5],"of":[6,26,55,71,76,88,103,112],"visualizations":[7,72,104],"before":[8],"deciding":[9],"to":[10,43,50,66,85,97,121,131],"use":[11],"them":[12],"is":[13],"a":[14,39,53,69,100],"daunting":[15],"task":[16],"since":[17],"users":[18,67,107],"have":[19],"various":[20],"backgrounds,":[21],"and":[22,63,78,128],"there":[23],"thousands":[25],"available":[27],"visual":[28,40],"representations":[29,57],"(and":[30],"their":[31,94],"variances).":[32],"To":[33],"this":[34,36,113],"end,":[35],"paper":[37],"proposes":[38],"analytics":[41,117],"framework":[42],"achieve":[44],"following":[46],"research":[47],"goals:":[48],"(1)":[49],"automatically":[51],"generate":[52],"number":[54],"suitable":[56],"for":[58],"visualizing":[59],"input":[61],"data":[62,79],"present":[64],"it":[65,130],"as":[68],"catalog":[70],"with":[73],"different":[74],"levels":[75],"abstractions":[77],"characteristics":[80],"on":[81,93],"one/two/multi-dimensional":[82],"spaces":[83],"(2)":[84],"infer":[86],"aspects":[87],"user\u2019s":[90,125],"interest":[91],"based":[92],"interactions":[95],"(3)":[96],"narrow":[98],"down":[99],"smaller":[101],"set":[102],"that":[105],"suit":[106],"analysis":[108,126],"intention.":[109],"The":[110],"results":[111],"process":[114,127],"give":[115],"our":[116],"system":[118],"means":[120],"better":[122,132],"understand":[123],"enable":[129],"provide":[133],"timely":[134],"recommendations.":[135]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
