{"id":"https://openalex.org/W2047829267","doi":"https://doi.org/10.1109/idaacs.2013.6662653","title":"Perspectives in science","display_name":"Perspectives in science","publication_year":2013,"publication_date":"2013-09-01","ids":{"openalex":"https://openalex.org/W2047829267","doi":"https://doi.org/10.1109/idaacs.2013.6662653","mag":"2047829267"},"language":"en","primary_location":{"id":"doi:10.1109/idaacs.2013.6662653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2013.6662653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS)","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/A5021603973","display_name":"Miki Sirola","orcid":null},"institutions":[{"id":"https://openalex.org/I9927081","display_name":"Aalto University","ror":"https://ror.org/020hwjq30","country_code":"FI","type":"education","lineage":["https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Miki Sirola","raw_affiliation_strings":["Aalto University, Aalto, Finland","Aalto Univ., Aalto, Finland"],"affiliations":[{"raw_affiliation_string":"Aalto University, Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]},{"raw_affiliation_string":"Aalto Univ., Aalto, Finland","institution_ids":["https://openalex.org/I9927081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5021603973"],"corresponding_institution_ids":["https://openalex.org/I9927081"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.16292072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"120","last_page":"123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9387999773025513,"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"}},"topics":[{"id":"https://openalex.org/T10636","display_name":"Innovative Teaching and Learning Methods","score":0.9387999773025513,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/civics","display_name":"Civics","score":0.8027365207672119},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.6713870167732239},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5558362007141113},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.52159184217453},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.44692277908325195},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4004608392715454},{"id":"https://openalex.org/keywords/politics","display_name":"Politics","score":0.3491481840610504},{"id":"https://openalex.org/keywords/sociology","display_name":"Sociology","score":0.33131030201911926},{"id":"https://openalex.org/keywords/social-science","display_name":"Social science","score":0.32054603099823},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.2556012272834778},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16145795583724976},{"id":"https://openalex.org/keywords/pedagogy","display_name":"Pedagogy","score":0.10477232933044434},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.10161668062210083},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.09202274680137634}],"concepts":[{"id":"https://openalex.org/C79615585","wikidata":"https://www.wikidata.org/wiki/Q837313","display_name":"Civics","level":2,"score":0.8027365207672119},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.6713870167732239},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5558362007141113},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.52159184217453},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.44692277908325195},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4004608392715454},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.3491481840610504},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.33131030201911926},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.32054603099823},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.2556012272834778},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16145795583724976},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.10477232933044434},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.10161668062210083},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.09202274680137634},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/idaacs.2013.6662653","is_oa":false,"landing_page_url":"https://doi.org/10.1109/idaacs.2013.6662653","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 7th International Conference on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W52643551","https://openalex.org/W105426455","https://openalex.org/W207447756","https://openalex.org/W565267248","https://openalex.org/W569172143","https://openalex.org/W1964664142","https://openalex.org/W1968014157","https://openalex.org/W1985283069","https://openalex.org/W2006181047","https://openalex.org/W2097148088","https://openalex.org/W2148516259","https://openalex.org/W2154156822","https://openalex.org/W2599672131","https://openalex.org/W2785650576","https://openalex.org/W4213332169","https://openalex.org/W4245388702","https://openalex.org/W6602150359","https://openalex.org/W6735037382"],"related_works":["https://openalex.org/W4387497383","https://openalex.org/W3183948672","https://openalex.org/W3173606202","https://openalex.org/W3110381201","https://openalex.org/W2948807893","https://openalex.org/W2935909890","https://openalex.org/W2778153218","https://openalex.org/W2758277628","https://openalex.org/W2748952813","https://openalex.org/W1531601525"],"abstract_inverted_index":{"This":[0,238],"article":[1],"discusses":[2],"perspectives":[3],"in":[4,56,91,100,119,126,191,206,217,222,247],"science":[5,14,248],"with":[6,24],"a":[7,34,147,169,189,223],"somewhat":[8],"limited":[9],"scope.":[10],"The":[11,37,50,59,76,84,201],"areas":[12],"of":[13,21,41,203],"included":[15],"reflect":[16],"the":[17,22,42,71,88,92,101,110,131,178,219,242],"interest":[18],"and":[19,31,47,70,94,122,134,143,157,231],"experience":[20],"author":[23],"an":[25,213],"interdisciplinary":[26],"view.":[27],"Scientific":[28],"domains,":[29],"applications":[30,234],"methodologies":[32],"constitute":[33],"unique":[35],"entity.":[36],"three":[38],"main":[39,63],"pillars":[40],"model":[43],"are":[44],"psychology,":[45],"civics":[46,80,127,135],"energy":[48,85,132],"production.":[49],"psychology":[51,60,115,142],"here":[52,105],"is":[53,128,199,210],"mainly":[54],"adapted":[55],"work":[57],"environment.":[58],"has":[61,168],"two":[62],"branches":[64],"one":[65],"concentrating":[66],"on":[67,73,109],"individual":[68],"behaviour":[69,221],"other":[72,179],"group":[74],"behaviour.":[75],"latter":[77],"connected":[78],"to":[79,149,171,177,244,249],"converges":[81],"towards":[82],"sociology.":[83],"production":[86,133,139,159],"represents":[87],"industrial":[89],"view":[90],"model,":[93,103],"it":[95],"can":[96,185,235],"be":[97,186,236],"broaden":[98],"wider":[99],"general":[102],"although":[104],"we":[106,116,136,145,161],"concentrate":[107],"mostly":[108],"mentioned":[111,181],"application":[112],"area.":[113],"From":[114,130,141],"get":[117,137,162],"assistance":[118],"user":[120,154],"interfaces":[121],"visualizations.":[123],"One":[124],"branch":[125],"politics.":[129],"into":[138,163],"models.":[140],"politics":[144],"derive":[146,250],"path":[148],"decision":[150,164,172,208],"making.":[151,165],"Also":[152],"from":[153,226],"interfaces,":[155],"visualizations":[156],"even":[158],"models":[160],"System":[166],"technics":[167],"connection":[170],"making":[173,209],"as":[174,176,188,212],"well":[175],"fields":[180,246],"here.":[182],"Data":[183],"analysis":[184,205],"used":[187],"tool":[190],"all":[192],"these":[193],"fields.":[194],"In":[195],"addition":[196],"scientific":[197],"visualization":[198],"discussed.":[200],"use":[202],"data":[204,225],"political":[207,239],"presented":[211],"example.":[214],"For":[215],"instance":[216],"predicting":[218],"voting":[220,232],"society":[224],"pre-election":[227],"gallup":[228],"poll":[229],"reviews":[230],"advice":[233],"used.":[237],"example":[240],"shows":[241],"opportunity":[243],"cross":[245],"interesting":[251],"results.":[252]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
