{"id":"https://openalex.org/W2227900510","doi":null,"title":"Machine-generated content: creating compelling new content from existing online sources","display_name":"Machine-generated content: creating compelling new content from existing online sources","publication_year":2010,"publication_date":"2010-01-01","ids":{"openalex":"https://openalex.org/W2227900510","mag":"2227900510"},"language":"en","primary_location":{"id":"mag:2227900510","doi":null,"is_oa":false,"landing_page_url":"http://dl.acm.org/citation.cfm?id=1925665","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5114000097","display_name":"Kristian J. Hammond","orcid":"https://orcid.org/0000-0002-4579-6685","observed_orcids":["https://orcid.org/0000-0002-4579-6685"]},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kristian J. Hammond","raw_affiliation_strings":["Northwestern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University","institution_ids":["https://openalex.org/I111979921"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5088671630","display_name":"Nathan D. Nichols","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I111979921","display_name":"Northwestern University","ror":"https://ror.org/000e0be47","country_code":"US","type":"education","lineage":["https://openalex.org/I111979921"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Nichols","raw_affiliation_strings":["Northwestern University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Northwestern University","institution_ids":["https://openalex.org/I111979921"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I111979921"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":93},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11574","display_name":"Artificial Intelligence in Games","score":0.2939000129699707,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11574","display_name":"Artificial Intelligence in Games","score":0.2939000129699707,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.1096000000834465,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12031","display_name":"Speech and dialogue systems","score":0.06469999998807907,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/machine-generated-content","display_name":"machine-generated content","score":0.9980000257492065},{"id":"https://openalex.org/keywords/automatic-content-generation","display_name":"automated content generation","score":0.7630000114440918},{"id":"https://openalex.org/keywords/content-repurposing","display_name":"content repurposing","score":0.5699999928474426},{"id":"https://openalex.org/keywords/automated-news-generation","display_name":"automated news generation","score":0.5659999847412109},{"id":"https://openalex.org/keywords/personalization","display_name":"personalization","score":0.6660000085830688},{"id":"https://openalex.org/keywords/cultural-memes","display_name":"cultural memes","score":0.3880000114440918},{"id":"https://openalex.org/keywords/narrative-generation","display_name":"narrative generation","score":0.31700000166893005}],"concepts":[{"id":"https://openalex.org/C2778152352","wikidata":"https://www.wikidata.org/wiki/Q5165061","display_name":"Content (measure theory)","level":2,"score":0.6174808740615845},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6092846393585205},{"id":"https://openalex.org/C2776509796","wikidata":"https://www.wikidata.org/wiki/Q5276056","display_name":"Content creation","level":2,"score":0.5874587297439575},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.5357106924057007},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5008041858673096},{"id":"https://openalex.org/C199033989","wikidata":"https://www.wikidata.org/wiki/Q1318295","display_name":"Narrative","level":2,"score":0.4968445599079132},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.48331189155578613},{"id":"https://openalex.org/C554936623","wikidata":"https://www.wikidata.org/wiki/Q199657","display_name":"Reading (process)","level":2,"score":0.48094791173934937},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.47660893201828003},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.45299458503723145},{"id":"https://openalex.org/C2777601897","wikidata":"https://www.wikidata.org/wiki/Q3409113","display_name":"Presentation (obstetrics)","level":2,"score":0.4459187686443329},{"id":"https://openalex.org/C2779344036","wikidata":"https://www.wikidata.org/wiki/Q11320476","display_name":"Digital content","level":2,"score":0.436244398355484},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.14387348294258118},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.1119924783706665},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2227900510","doi":null,"is_oa":false,"landing_page_url":"http://dl.acm.org/citation.cfm?id=1925665","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W86887328","https://openalex.org/W90138201","https://openalex.org/W1498806819","https://openalex.org/W1548663377","https://openalex.org/W1580825123","https://openalex.org/W1978394996","https://openalex.org/W1996846625","https://openalex.org/W2000191977","https://openalex.org/W2009361427","https://openalex.org/W2010927014","https://openalex.org/W2013794535","https://openalex.org/W2045096252","https://openalex.org/W2050471154","https://openalex.org/W2051940813","https://openalex.org/W2053825413","https://openalex.org/W2066636486","https://openalex.org/W2068882115","https://openalex.org/W2100341149","https://openalex.org/W2102798144","https://openalex.org/W2147152072","https://openalex.org/W2150616012","https://openalex.org/W2157211464","https://openalex.org/W2164945626","https://openalex.org/W2167222146","https://openalex.org/W2337480916","https://openalex.org/W2920550070","https://openalex.org/W3089319657","https://openalex.org/W3158986179","https://openalex.org/W3210232381","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2150616012","https://openalex.org/W7095220728","https://openalex.org/W7099419973","https://openalex.org/W2913911486","https://openalex.org/W2164213976","https://openalex.org/W7016001741","https://openalex.org/W7211943444","https://openalex.org/W4415437286","https://openalex.org/W2246761356","https://openalex.org/W4230672010"],"abstract_inverted_index":{"Human":[0],"beings":[1],"are":[2,9,96,101,175,277,312],"prolific":[3],"content":[4,63,128,298,319,338],"producers":[5],"and":[6,25,99,109,116,144,158,166,170,203,211,224,234,272,290,293,297,301,307],"consumers.":[7],"We":[8],"constantly":[10],"talking,":[11],"telling":[12],"stories,":[13,164],"reading":[14],"books,":[15],"drawing":[16],"cartoons,":[17],"listening":[18],"to":[19,48,57,74,103,142,177,187,228,314],"music,":[20],"sending":[21],"emails,":[22],"watching":[23],"YouTube,":[24],"relaxing":[26],"with":[27,52],"reruns":[28],"of":[29,41,54,208,309,336],"\u201cThe":[30],"Office\u201d.":[31],"It\u2019s":[32],"not":[33],"surprising,":[34],"then,":[35],"that":[36,64,257,311,332],"since":[37],"almost":[38],"the":[39,117,185,205,216,226,255,282,304,327,337],"dawn":[40],"modern":[42],"computing,":[43],"researchers":[44],"have":[45,84,133],"been":[46,135],"trying":[47,141],"imbue":[49],"automated":[50,173],"systems":[51,174,198,219,252,276,310],"some":[53],"our":[55,126,259],"ability":[56],"create":[58,143,188,316],"interesting":[59],"content.":[60,191],"Unfortunately,":[61],"creating":[62,93,245],"is":[65,152,284],"interesting\u2013that":[66],"others":[67],"will":[68,323,345],"find":[69],"genuinely":[70],"compelling\u2013is":[71],"extremely":[72],"difficult":[73],"do,":[75],"for":[76,125,184,244],"people":[77,83],"as":[78,80,120,156,182,286,291],"well":[79],"machines.":[81,349],"Furthermore,":[82],"always":[85],"possessed":[86],"a":[87,147,230,333,342],"distinct":[88],"advantage":[89,150],"over":[90],"machines":[91],"when":[92],"content:":[94],"humans":[95],"social":[97],"creatures,":[98],"we":[100,339],"able":[102,176,313],"use":[104,178],"popular":[105],"culture,":[106],"shared":[107],"references":[108],"context,":[110],"existing":[111],"content,":[112,210],"in-jokes,":[113],"societal":[114],"memes,":[115],"national":[118],"zeitgeist":[119],"an":[121,268],"effective":[122],"starting":[123],"point":[124],"own":[127,190],"creation.":[129],"In":[130,326],"contrast,":[131],"computers":[132],"typically":[134],"effectively":[136],"stranded":[137],"on":[138,215,341],"cultural":[139],"islands,":[140],"compose":[145],"in":[146,240,254,263],"vacuum.":[148],"Humans\u2019":[149],"here":[151],"rapidly":[153],"dissolving,":[154],"however;":[155],"more":[157,159,292,294],"data,":[160,295],"information,":[161,209,296],"news,":[162],"jokes,":[163],"pictures,":[165],"movies":[167],"move":[168,299],"online":[169,300],"become":[171,302],"machine-readable,":[172,303],"these":[179,218,321],"available":[180,214],"materials":[181,322],"\u201cgrist":[183],"mill\u201d":[186],"their":[189],"Driven":[192],"by":[193,348],"programmable":[194],"narrative":[195],"arcs,":[196],"such":[197],"can":[199,220],"autonomously":[200,315],"discover,":[201],"extract,":[202],"refine":[204],"vast":[206],"amounts":[207],"media":[212],"already":[213],"internet;":[217],"then":[221],"intelligently":[222],"combine":[223],"repurpose":[225],"material":[227],"generate":[229],"wholly":[231],"new,":[232,317],"rich,":[233],"compelling":[235],"presentation.":[236],"Below,":[237],"I":[238,248,280,330],"discuss":[239,250],"detail":[241],"this":[242],"method":[243],"\u201cmachine-generated":[246],"content.\u201d":[247],"also":[249],"various":[251],"developed":[253],"lab":[256],"embody":[258],"approach,":[260],"including":[261],"one":[262],"particular:":[264],"\u201cNews":[265],"at":[266],"Seven\u201d,":[267],"automatically":[269],"generated":[270],"news":[271],"entertainment":[273],"show.":[274],"These":[275],"rudimentary,":[278],"but":[279],"believe":[281],"future":[283],"clear:":[285],"presentational":[287],"elements":[288],"improve,":[289],"power,":[305],"flexibility,":[306],"breadth":[308],"personalizable":[318],"from":[320],"improve":[324],"likewise.":[325],"not-distant":[328],"future,":[329],"expect":[331],"significant":[334],"portion":[335],"consume":[340],"daily":[343],"basis":[344],"be":[346],"created":[347]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-10-01T08:54:57.152042","created_date":"2016-06-24T00:00:00"}
