{"id":"https://openalex.org/W2035120471","doi":"https://doi.org/10.1145/2369220.2369230","title":"Towards large scale technology impact analyses","display_name":"Towards large scale technology impact analyses","publication_year":2010,"publication_date":"2010-12-13","ids":{"openalex":"https://openalex.org/W2035120471","doi":"https://doi.org/10.1145/2369220.2369230","mag":"2035120471"},"language":"en","primary_location":{"id":"doi:10.1145/2369220.2369230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2369220.2369230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM/IEEE International Conference on Information and Communication Technologies and Development","raw_type":"proceedings-article"},"type":"article","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/A5046562990","display_name":"Vanessa Fr\u00edas-Mart\u00ednez","orcid":"https://orcid.org/0000-0001-5114-7633"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Vanessa Frias-Martinez","raw_affiliation_strings":["Telefonica Research","Telefonica Research#TAB#"],"affiliations":[{"raw_affiliation_string":"Telefonica Research","institution_ids":["https://openalex.org/I4210134591"]},{"raw_affiliation_string":"Telefonica Research#TAB#","institution_ids":["https://openalex.org/I4210134591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038133713","display_name":"Jes\u00fas Virseda","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jesus Virseda","raw_affiliation_strings":["Telefonica Research","Telefonica Research#TAB#"],"affiliations":[{"raw_affiliation_string":"Telefonica Research","institution_ids":["https://openalex.org/I4210134591"]},{"raw_affiliation_string":"Telefonica Research#TAB#","institution_ids":["https://openalex.org/I4210134591"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101809501","display_name":"Alberto P\u00e9rez Rubio","orcid":"https://orcid.org/0000-0003-1836-5959"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Alberto Rubio","raw_affiliation_strings":["Telefonica Research","Telefonica Research#TAB#"],"affiliations":[{"raw_affiliation_string":"Telefonica Research","institution_ids":["https://openalex.org/I4210134591"]},{"raw_affiliation_string":"Telefonica Research#TAB#","institution_ids":["https://openalex.org/I4210134591"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071682980","display_name":"Enrique Fr\u0131\u0301as-Mart\u0131\u0301nez","orcid":"https://orcid.org/0000-0001-5348-3120"},"institutions":[{"id":"https://openalex.org/I4210134591","display_name":"Telefonica Research and Development","ror":"https://ror.org/03qgzzb04","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210097190","https://openalex.org/I4210134591"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Enrique Frias-Martinez","raw_affiliation_strings":["Telefonica Research","Telefonica Research#TAB#"],"affiliations":[{"raw_affiliation_string":"Telefonica Research","institution_ids":["https://openalex.org/I4210134591"]},{"raw_affiliation_string":"Telefonica Research#TAB#","institution_ids":["https://openalex.org/I4210134591"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5046562990"],"corresponding_institution_ids":["https://openalex.org/I4210134591"],"apc_list":null,"apc_paid":null,"fwci":6.4328,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.96293569,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11499","display_name":"ICT Impact and Policies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11499","display_name":"ICT Impact and Policies","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9975000023841858,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"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/T13194","display_name":"ICT in Developing Communities","score":0.9884999990463257,"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/phone","display_name":"Phone","score":0.7978415489196777},{"id":"https://openalex.org/keywords/order","display_name":"Order (exchange)","score":0.6785000562667847},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6692265272140503},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.589915931224823},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5870121121406555},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.580605149269104},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5221545696258545},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3712630867958069},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.36968547105789185},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.36674386262893677},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2960672080516815},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.24771293997764587},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16841530799865723},{"id":"https://openalex.org/keywords/finance","display_name":"Finance","score":0.09035825729370117}],"concepts":[{"id":"https://openalex.org/C2778707766","wikidata":"https://www.wikidata.org/wiki/Q202064","display_name":"Phone","level":2,"score":0.7978415489196777},{"id":"https://openalex.org/C182306322","wikidata":"https://www.wikidata.org/wiki/Q1779371","display_name":"Order (exchange)","level":2,"score":0.6785000562667847},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6692265272140503},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.589915931224823},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5870121121406555},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.580605149269104},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5221545696258545},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3712630867958069},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.36968547105789185},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.36674386262893677},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2960672080516815},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.24771293997764587},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16841530799865723},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.09035825729370117},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2369220.2369230","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2369220.2369230","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 4th ACM/IEEE International Conference on Information and Communication Technologies and Development","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Partnerships for the goals","score":0.4099999964237213,"id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W21857574","https://openalex.org/W341756596","https://openalex.org/W1497256448","https://openalex.org/W1580518526","https://openalex.org/W1639032689","https://openalex.org/W1975492373","https://openalex.org/W1979666250","https://openalex.org/W1980073965","https://openalex.org/W2004471745","https://openalex.org/W2005136226","https://openalex.org/W2052639311","https://openalex.org/W2102352610","https://openalex.org/W2141113219","https://openalex.org/W2146278260","https://openalex.org/W2342204193","https://openalex.org/W2980652528","https://openalex.org/W3013118732","https://openalex.org/W4383905411"],"related_works":["https://openalex.org/W2370205415","https://openalex.org/W2065457896","https://openalex.org/W3173234801","https://openalex.org/W4387493491","https://openalex.org/W2904225411","https://openalex.org/W2167984027","https://openalex.org/W3021302227","https://openalex.org/W10630519","https://openalex.org/W1919377569","https://openalex.org/W2137338429"],"abstract_inverted_index":{"Studies":[0],"to":[1,40,89,120,142,186,238,253,258],"understand":[2,90],"the":[3,12,28,41,82,91,97,109,114,130,136,146,151,189,233,264,275,283],"impact":[4,92,276],"that":[5,80,204,228,262,277],"demographic":[6,122],"and":[7,24,32,38,48,60,67],"socio-economic":[8,78,94,124,278],"factors":[9,279],"have":[10,17,106,160,206,281],"in":[11,46,62,87,169,282],"use":[13,29,98,284],"of":[14,30,43,55,93,99,150,193,210,236,240,245,274,285],"cell":[15,44,116,195,250,286],"phones":[16,45,101],"been":[18],"traditionally":[19],"carried":[20],"out":[21],"by":[22,65,127],"social":[23],"technical":[25],"researchers":[26,105],"through":[27],"questionnaires":[31],"personal":[33],"interviews.":[34],"In":[35,140,156,178],"recent":[36],"years,":[37],"due":[39],"pervasiveness":[42],"emerging":[47,170],"developing":[49],"economies,":[50],"large":[51],"datasets":[52,72,119],"with":[53,165,222,242],"millions":[54],"interactions":[56],"are":[57],"generated,":[58],"anonymized":[59,152,194],"stored":[61],"real":[63],"time":[64],"telecommunication":[66],"internet":[68],"companies.":[69],"However,":[70],"these":[71,144],"do":[73],"not":[74],"typically":[75,107],"contain":[76],"any":[77],"information":[79,162],"characterizes":[81],"users.":[83],"As":[84],"a":[85,166,176,183,207,223,243,260,268],"result,":[86],"order":[88,141],"parameters":[95,125],"on":[96,199],"mobile":[100],"at":[102,267],"larger":[103],"scales,":[104],"correlated":[108],"behavioral":[110],"analyses":[111],"drawn":[112],"from":[113],"anonymous":[115],"phone":[117,196,251],"usage":[118],"aggregated":[121],"or":[123,135,270],"compiled":[126],"institutions":[128],"like":[129],"National":[131],"Statistical":[132],"Institutes":[133],"(NSI)":[134],"World":[137],"Bank":[138],"(WB).":[139],"compute":[143],"correlations,":[145],"approximate":[147,190,215],"residential":[148,191,216,234],"location":[149,192,217,235],"users":[153,164,197,211,241,252],"is":[154,218],"required.":[155],"general,":[157],"carriers":[158],"only":[159],"such":[161],"for":[163,173,212],"contract,":[167],"which":[168],"economies":[171],"accounts":[172],"less":[174],"than":[175],"5%.":[177],"this":[179],"paper,":[180],"we":[181,205,229,256],"propose":[182],"new":[184],"technique":[185],"automatically":[187,248],"predict":[188,232],"based":[198],"their":[200,214],"calling":[201],"behavior,":[202],"assuming":[203],"small":[208],"set":[209],"whom":[213],"known":[219],"(the":[220],"subscribers":[221],"contract).":[224],"Our":[225],"results":[226],"indicate":[227],"can":[230],"correctly":[231],"up":[237],"70%":[239],"coverage":[244],"50%.":[246],"By":[247],"associating":[249],"geographical":[254],"areas,":[255],"aim":[257],"provide":[259],"tool":[261],"facilitates":[263],"analysis":[265],"--":[266,273],"national":[269],"global":[271],"scale":[272],"might":[280],"phones.":[287]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}