{"id":"https://openalex.org/W4403443511","doi":"https://doi.org/10.1145/3677107","title":"Towards a Design Framework for Data-Driven Game Streaming: A Multi-Stakeholder Approach","display_name":"Towards a Design Framework for Data-Driven Game Streaming: A Multi-Stakeholder Approach","publication_year":2024,"publication_date":"2024-10-14","ids":{"openalex":"https://openalex.org/W4403443511","doi":"https://doi.org/10.1145/3677107"},"language":"en","primary_location":{"id":"doi:10.1145/3677107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3677107","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Human-Computer Interaction","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3677107","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060226269","display_name":"Noor Hammad","orcid":"https://orcid.org/0000-0003-1145-1926"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Noor Hammad","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1145-1926","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059820500","display_name":"Erik Harpstead","orcid":"https://orcid.org/0000-0003-3019-3627"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Erik Harpstead","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3019-3627","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000744718","display_name":"Jessica Hammer","orcid":"https://orcid.org/0000-0003-4102-2575"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jessica Hammer","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4102-2575","affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I74973139"],"apc_list":null,"apc_paid":null,"fwci":1.7622,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.88194342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"8","issue":"CHI PLAY","first_page":"1","last_page":"28"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9947999715805054,"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/T11197","display_name":"Digital Games and Media","score":0.9947999715805054,"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/T10731","display_name":"Educational Games and Gamification","score":0.9704999923706055,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11674","display_name":"Sports Analytics and Performance","score":0.9422000050544739,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6120753288269043},{"id":"https://openalex.org/keywords/stakeholder","display_name":"Stakeholder","score":0.5417746305465698},{"id":"https://openalex.org/keywords/game-design","display_name":"Game design","score":0.43790918588638306},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.4198985993862152},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3167850375175476},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.11073815822601318},{"id":"https://openalex.org/keywords/public-relations","display_name":"Public relations","score":0.09106016159057617},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.0873681902885437}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6120753288269043},{"id":"https://openalex.org/C201305675","wikidata":"https://www.wikidata.org/wiki/Q852998","display_name":"Stakeholder","level":2,"score":0.5417746305465698},{"id":"https://openalex.org/C503285160","wikidata":"https://www.wikidata.org/wiki/Q858057","display_name":"Game design","level":2,"score":0.43790918588638306},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.4198985993862152},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3167850375175476},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.11073815822601318},{"id":"https://openalex.org/C39549134","wikidata":"https://www.wikidata.org/wiki/Q133080","display_name":"Public relations","level":1,"score":0.09106016159057617},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.0873681902885437}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3677107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3677107","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Human-Computer Interaction","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3677107","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3677107","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3677107","source":{"id":"https://openalex.org/S4210183893","display_name":"Proceedings of the ACM on Human-Computer Interaction","issn_l":"2573-0142","issn":["2573-0142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"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 ACM on Human-Computer Interaction","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/15"}],"awards":[{"id":"https://openalex.org/G7575361880","display_name":null,"funder_award_id":"1942087","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403443511.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W2070308852","https://openalex.org/W2101658911","https://openalex.org/W2160765669","https://openalex.org/W2346036600","https://openalex.org/W2610246657","https://openalex.org/W2610813428","https://openalex.org/W2624416748","https://openalex.org/W2751884085","https://openalex.org/W2762709442","https://openalex.org/W2883761082","https://openalex.org/W2897839866","https://openalex.org/W2898359015","https://openalex.org/W2898532687","https://openalex.org/W2899033647","https://openalex.org/W2905951494","https://openalex.org/W2940803735","https://openalex.org/W2943307030","https://openalex.org/W2951066155","https://openalex.org/W2989059813","https://openalex.org/W3030790448","https://openalex.org/W3036344346","https://openalex.org/W3096240955","https://openalex.org/W3120069698","https://openalex.org/W3159979163","https://openalex.org/W3160179254","https://openalex.org/W3162995878","https://openalex.org/W3174447410","https://openalex.org/W4225004040","https://openalex.org/W4307716841","https://openalex.org/W4309618160","https://openalex.org/W4364380153","https://openalex.org/W4386437542","https://openalex.org/W4387332696","https://openalex.org/W4387835371"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2384129116"],"abstract_inverted_index":{"Research":[0],"on":[1,77,114],"live":[2],"streaming":[3,31,50,82,110,118,145],"systems":[4,51,75,119],"that":[5],"incorporate":[6],"real-time":[7],"data,":[8,14],"such":[9,156],"as":[10],"game":[11,30,49,117,144],"or":[12],"viewer":[13],"have":[15],"been":[16],"a":[17,98,135],"topic":[18],"of":[19,28,73,109,155],"HCI":[20],"research":[21,35],"for":[22],"some":[23],"time.":[24],"Despite":[25],"the":[26,43,80,104,151],"potential":[27,69],"data-driven":[29,48,116,143],"interfaces,":[32],"translating":[33],"this":[34],"into":[36],"practice":[37],"faces":[38],"two":[39],"key":[40],"challenges.":[41],"First,":[42],"design":[44,100,136,152],"space":[45],"afforded":[46],"by":[47],"is":[52],"not":[53],"yet":[54],"well":[55],"understood,":[56],"making":[57],"it":[58],"difficult":[59],"to":[60],"identify":[61],"how":[62,115],"designs":[63],"might":[64],"meet":[65,121],"users'":[66],"existing":[67],"and":[68,89,107,128,141,153],"needs.":[70,123],"Second,":[71],"adoption":[72],"these":[74,126],"relies":[76],"engagement":[78],"with":[79,93],"entire":[81],"ecosystem,":[83],"which":[84],"includes":[85],"developers,":[86],"streamers,":[87],"moderators,":[88],"viewers,":[90],"rather":[91],"than":[92],"just":[94],"one":[95],"group.":[96],"Through":[97],"two-phase":[99],"study,":[101],"we":[102,133],"investigate":[103],"expectations,":[105],"desires,":[106],"experiences":[108],"stakeholders,":[111],"shedding":[112],"light":[113],"can":[120],"their":[122],"Building":[124],"upon":[125,130],"insights":[127],"drawing":[129],"previous":[131],"research,":[132],"propose":[134],"framework":[137],"aimed":[138],"at":[139],"analyzing":[140],"generating":[142],"designs,":[146],"thereby":[147],"moving":[148],"toward":[149],"formalizing":[150],"development":[154],"systems.":[157]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}