{"id":"https://openalex.org/W2513871015","doi":"https://doi.org/10.1145/2983323.2983846","title":"Large-Scale Analysis of Viewing Behavior","display_name":"Large-Scale Analysis of Viewing Behavior","publication_year":2016,"publication_date":"2016-10-24","ids":{"openalex":"https://openalex.org/W2513871015","doi":"https://doi.org/10.1145/2983323.2983846","mag":"2513871015"},"language":"en","primary_location":{"id":"doi:10.1145/2983323.2983846","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2983323.2983846","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2983323.2983846?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/2983323.2983846?download=true","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032152448","display_name":"Qi Guo","orcid":"https://orcid.org/0000-0001-9198-2270"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Qi Guo","raw_affiliation_strings":["Google, Mountain View, CA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Mountain View, CA, USA","institution_ids":["https://openalex.org/I1291425158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100688422","display_name":"Yang Song","orcid":"https://orcid.org/0000-0001-8252-9626"},"institutions":[{"id":"https://openalex.org/I1291425158","display_name":"Google (United States)","ror":"https://ror.org/00njsd438","country_code":"US","type":"company","lineage":["https://openalex.org/I1291425158","https://openalex.org/I4210128969"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yang Song","raw_affiliation_strings":["Google, Seattle, WA, USA"],"affiliations":[{"raw_affiliation_string":"Google, Seattle, WA, USA","institution_ids":["https://openalex.org/I1291425158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032152448"],"corresponding_institution_ids":["https://openalex.org/I1291425158"],"apc_list":null,"apc_paid":null,"fwci":5.9713,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.96237341,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"579","last_page":"588"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10203","display_name":"Recommender Systems and Techniques","score":0.9966999888420105,"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9966999888420105,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.9944000244140625,"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/T12016","display_name":"Web Data Mining and Analysis","score":0.9909999966621399,"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/computer-science","display_name":"Computer science","score":0.7948662042617798},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.6269241571426392},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.5613585114479065},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.5396587252616882},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.537054181098938},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47370144724845886},{"id":"https://openalex.org/keywords/viewport","display_name":"Viewport","score":0.4631819725036621},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.46023228764533997},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.4360312223434448},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3655077815055847},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.20496606826782227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.10011765360832214}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7948662042617798},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.6269241571426392},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.5613585114479065},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.5396587252616882},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.537054181098938},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47370144724845886},{"id":"https://openalex.org/C2778090530","wikidata":"https://www.wikidata.org/wiki/Q2523931","display_name":"Viewport","level":2,"score":0.4631819725036621},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.46023228764533997},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4360312223434448},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3655077815055847},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.20496606826782227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.10011765360832214},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2983323.2983846","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2983323.2983846","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2983323.2983846?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/2983323.2983846","is_oa":true,"landing_page_url":"https://doi.org/10.1145/2983323.2983846","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/2983323.2983846?download=true","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 25th ACM International on Conference on Information and Knowledge Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2513871015.pdf","grobid_xml":"https://content.openalex.org/works/W2513871015.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W69259735","https://openalex.org/W1948287798","https://openalex.org/W1973602439","https://openalex.org/W1974360117","https://openalex.org/W2006551346","https://openalex.org/W2026784708","https://openalex.org/W2038385982","https://openalex.org/W2043382629","https://openalex.org/W2047221353","https://openalex.org/W2055158566","https://openalex.org/W2074680184","https://openalex.org/W2099213975","https://openalex.org/W2099716451","https://openalex.org/W2106817091","https://openalex.org/W2114418126","https://openalex.org/W2119074598","https://openalex.org/W2120889650","https://openalex.org/W2123937625","https://openalex.org/W2125725603","https://openalex.org/W2125771191","https://openalex.org/W2136120756","https://openalex.org/W2137521756","https://openalex.org/W2143445498","https://openalex.org/W2151381210","https://openalex.org/W2152314154","https://openalex.org/W2152679188","https://openalex.org/W2153082595","https://openalex.org/W2154105380","https://openalex.org/W2160471965","https://openalex.org/W2161598049","https://openalex.org/W2164734124","https://openalex.org/W2171392812","https://openalex.org/W2898292337"],"related_works":["https://openalex.org/W4389095575","https://openalex.org/W2908978341","https://openalex.org/W4294975495","https://openalex.org/W2992753629","https://openalex.org/W4308233970","https://openalex.org/W3161069372","https://openalex.org/W4297575873","https://openalex.org/W3123914255","https://openalex.org/W4225714298","https://openalex.org/W2948809149"],"abstract_inverted_index":{"Recently,":[0],"proactive":[1,96,153,209],"systems":[2,97],"such":[3,72],"as":[4],"Google":[5],"Now":[6],"and":[7,112,159,178,184],"Microsoft":[8],"Cortana":[9],"have":[10],"become":[11],"increasingly":[12],"popular":[13],"in":[14,40,103,215],"reforming":[15],"the":[16,41,54,81,100,106,120,129,139,147,151,168,176,181,185,189,197,207],"way":[17],"users":[18,32],"access":[19],"information":[20,44,148,182],"on":[21,34,62,128],"mobile":[22,140,152,190,208],"devices.":[23,191],"In":[24,115,155],"these":[25,95],"systems,":[26,210],"relevant":[27],"content":[28,110],"is":[29,75],"presented":[30],"to":[31,52,94,99],"based":[33,61,127],"their":[35,113],"context":[36],"without":[37],"a":[38,50,57,135,161],"query":[39],"form":[42],"of":[43,68,80,109,124,134,138,150,163,180],"cards":[45,149],"that":[46,165,194],"do":[47],"not":[48],"require":[49],"click":[51],"satisfy":[53],"users.":[55],"As":[56],"result,":[58],"prior":[59],"approaches":[60],"clicks":[63],"cannot":[64],"provide":[65],"reliable":[66],"measurements":[67],"user":[69,104,144,204],"satisfaction":[70,145,205],"with":[71,87,146,188,206],"systems.":[73,154],"It":[74],"also":[76],"unclear":[77],"how":[78],"much":[79],"previous":[82],"findings":[83],"regarding":[84],"good":[85],"abandonment":[86],"reactive":[88],"Web":[89,136],"searches":[90],"can":[91,201],"be":[92],"applied":[93],"due":[98],"intrinsic":[101],"difference":[102],"intent,":[105],"greater":[107],"variety":[108,162],"types":[111,177],"presentations.":[114],"this":[116],"paper,":[117],"we":[118,157,200],"present":[119],"first":[121],"large-scale":[122,216],"analysis":[123],"viewing":[125,169],"behavior":[126],"viewport":[130],"(the":[131],"visible":[132],"fraction":[133],"page)":[137],"devices,":[141],"towards":[142],"measuring":[143],"particular,":[156],"identified":[158],"analyzed":[160],"factors":[164,199],"may":[166],"influence":[167],"behavior,":[170],"including":[171],"biases":[172],"from":[173],"ranking":[174],"positions,":[175],"attributes":[179],"cards,":[183],"touch":[186],"interactions":[187],"We":[192],"show":[193],"by":[195],"modeling":[196],"various":[198],"better":[202],"measure":[203],"enabling":[211],"stronger":[212],"statistical":[213],"power":[214],"online":[217],"A/B":[218],"testing.":[219]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
