{"id":"https://openalex.org/W2981811924","doi":"https://doi.org/10.1145/3311350.3347149","title":"Toward a Twitch Research Toolkit","display_name":"Toward a Twitch Research Toolkit","publication_year":2019,"publication_date":"2019-10-17","ids":{"openalex":"https://openalex.org/W2981811924","doi":"https://doi.org/10.1145/3311350.3347149","mag":"2981811924"},"language":"en","primary_location":{"id":"doi:10.1145/3311350.3347149","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3311350.3347149","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3311350.3347149","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual Symposium on Computer-Human Interaction in Play","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3311350.3347149","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","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":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026169908","display_name":"Juan Sebastian Rios","orcid":"https://orcid.org/0000-0003-1262-9116"},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Juan Sebastian Rios","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, NJ, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, NJ, USA","institution_ids":["https://openalex.org/I118118575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018504015","display_name":"Joseph Seering","orcid":"https://orcid.org/0000-0001-7606-4711"},"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":"Joseph Seering","raw_affiliation_strings":["Carnegie Mellon University, Pittsburgh, PA, USA"],"raw_orcid":null,"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":null,"affiliations":[{"raw_affiliation_string":"Carnegie Mellon University, Pittsburgh, PA, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"111","last_page":"119"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11197","display_name":"Digital Games and Media","score":0.9988999962806702,"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":0.9988999962806702,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9957000017166138,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11705","display_name":"Gambling Behavior and Treatments","score":0.9787999987602234,"subfield":{"id":"https://openalex.org/subfields/3203","display_name":"Clinical Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7794744968414307},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.6383768320083618},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.6291802525520325},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.559042751789093},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5322815179824829},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3514699637889862},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.3216930329799652},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08313333988189697}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7794744968414307},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.6383768320083618},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.6291802525520325},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.559042751789093},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5322815179824829},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3514699637889862},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.3216930329799652},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08313333988189697},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3311350.3347149","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3311350.3347149","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3311350.3347149","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual Symposium on Computer-Human Interaction in Play","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3311350.3347149","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3311350.3347149","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3311350.3347149","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Annual Symposium on Computer-Human Interaction in Play","raw_type":"proceedings-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6299999952316284,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2981811924.pdf","grobid_xml":"https://content.openalex.org/works/W2981811924.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W614149592","https://openalex.org/W1965518800","https://openalex.org/W2023105301","https://openalex.org/W2041843238","https://openalex.org/W2045735680","https://openalex.org/W2051800759","https://openalex.org/W2053905393","https://openalex.org/W2055972993","https://openalex.org/W2070308852","https://openalex.org/W2083867412","https://openalex.org/W2085171512","https://openalex.org/W2150031298","https://openalex.org/W2248719951","https://openalex.org/W2346036600","https://openalex.org/W2396428910","https://openalex.org/W2464693173","https://openalex.org/W2505131069","https://openalex.org/W2531216919","https://openalex.org/W2533820230","https://openalex.org/W2542915718","https://openalex.org/W2546529582","https://openalex.org/W2588098783","https://openalex.org/W2589522799","https://openalex.org/W2590262648","https://openalex.org/W2601418479","https://openalex.org/W2610246657","https://openalex.org/W2610638155","https://openalex.org/W2610813428","https://openalex.org/W2613749622","https://openalex.org/W2624416748","https://openalex.org/W2624574483","https://openalex.org/W2625298190","https://openalex.org/W2735113903","https://openalex.org/W2735606267","https://openalex.org/W2749441736","https://openalex.org/W2751884085","https://openalex.org/W2762681433","https://openalex.org/W2766308312","https://openalex.org/W2767298620","https://openalex.org/W2770693919","https://openalex.org/W2771910743","https://openalex.org/W2778513309","https://openalex.org/W2792143126","https://openalex.org/W2793797053","https://openalex.org/W2794283760","https://openalex.org/W2796088982","https://openalex.org/W2803183131","https://openalex.org/W2804421160","https://openalex.org/W2899171252","https://openalex.org/W2910732263","https://openalex.org/W3022903699","https://openalex.org/W3099627998","https://openalex.org/W3123845465","https://openalex.org/W3134787281","https://openalex.org/W3150337487","https://openalex.org/W4241562317","https://openalex.org/W4246232615"],"related_works":["https://openalex.org/W2012531322","https://openalex.org/W2785900585","https://openalex.org/W2353730437","https://openalex.org/W2490303674","https://openalex.org/W2609066826","https://openalex.org/W2810752900","https://openalex.org/W3186538219","https://openalex.org/W2365677836","https://openalex.org/W2531295127","https://openalex.org/W2355063696"],"abstract_inverted_index":{"The":[0],"rise":[1],"of":[2,59,74,141],"game":[3,60,133],"streaming":[4,61,134],"services":[5],"has":[6],"driven":[7],"a":[8,24,55,129],"complementary":[9],"increase":[10],"in":[11,32,119,145],"research":[12,68,130],"on":[13],"such":[14],"platforms.":[15],"As":[16],"this":[17,51],"new":[18],"area":[19],"takes":[20],"shape,":[21],"there":[22],"is":[23,89],"need":[25],"to":[26],"understand":[27],"the":[28,33,78,120,124,139,146],"approaches":[29],"being":[30,143],"used":[31],"space,":[34],"and":[35,42,72,106],"how":[36],"common":[37,84],"practices":[38],"can":[39,137],"be":[40],"shared":[41],"replicated":[43],"between":[44],"researchers":[45],"with":[46],"different":[47],"disciplinary":[48],"backgrounds.":[49],"In":[50],"paper,":[52],"we":[53,81,122],"describe":[54],"formal":[56],"literature":[57],"review":[58],"research.":[62],"Papers":[63],"were":[64],"coded":[65],"for":[66,132],"their":[67],"focus,":[69],"primary":[70],"method,":[71],"type":[73],"data":[75],"collected.":[76],"Across":[77],"prior":[79],"work":[80,87,97,107],"found":[82],"three":[83],"themes:":[85],"(1)":[86],"that":[88,98,108,136],"readily":[90],"supported":[91],"by":[92],"existing":[93],"technical":[94,103,113],"infrastructure,":[95],"(2)":[96],"does":[99],"not":[100],"require":[101],"explicit":[102],"support,":[104],"(3)":[105],"would":[109],"benefit":[110],"from":[111],"further":[112],"development.":[114],"By":[115],"identifying":[116],"these":[117],"needs":[118],"literature,":[121],"take":[123],"first":[125],"step":[126],"toward":[127],"developing":[128],"toolkit":[131],"platforms":[135],"unify":[138],"breadth":[140],"methods":[142],"applied":[144],"space.":[147]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":7}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}