{"id":"https://openalex.org/W3216192677","doi":"https://doi.org/10.1007/978-3-030-86144-5_40","title":"Data, Models, and Decisions: How We Can Shape Our World by Not Predicting the Future","display_name":"Data, Models, and Decisions: How We Can Shape Our World by Not Predicting the Future","publication_year":2021,"publication_date":"2021-11-23","ids":{"openalex":"https://openalex.org/W3216192677","doi":"https://doi.org/10.1007/978-3-030-86144-5_40","mag":"3216192677"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-86144-5_40","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-86144-5_40","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-86144-5_40.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives on Digital Humanism","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-86144-5_40.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031513518","display_name":"Niki Popper","orcid":"https://orcid.org/0000-0003-4615-2774"},"institutions":[{"id":"https://openalex.org/I145847075","display_name":"TU Wien","ror":"https://ror.org/04d836q62","country_code":"AT","type":"education","lineage":["https://openalex.org/I145847075"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Niki Popper","raw_affiliation_strings":["Vienna University of Technology, Vienna, Austria"],"affiliations":[{"raw_affiliation_string":"Vienna University of Technology, Vienna, Austria","institution_ids":["https://openalex.org/I145847075"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031513518"],"corresponding_institution_ids":["https://openalex.org/I145847075"],"apc_list":null,"apc_paid":null,"fwci":0.5913,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6997992,"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":"297","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9318000078201294,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10410","display_name":"COVID-19 epidemiological studies","score":0.9318000078201294,"subfield":{"id":"https://openalex.org/subfields/2611","display_name":"Modeling and Simulation"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/humanism","display_name":"Humanism","score":0.5090036392211914},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4973950684070587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45144742727279663},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4330364465713501},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.43026047945022583},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.3512752056121826},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2364719808101654}],"concepts":[{"id":"https://openalex.org/C153606108","wikidata":"https://www.wikidata.org/wiki/Q46158","display_name":"Humanism","level":2,"score":0.5090036392211914},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4973950684070587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45144742727279663},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4330364465713501},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.43026047945022583},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.3512752056121826},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2364719808101654},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"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/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-86144-5_40","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-86144-5_40","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-86144-5_40.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives on Digital Humanism","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-030-86144-5_40","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-030-86144-5_40","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-030-86144-5_40.pdf","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Perspectives on Digital Humanism","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3216192677.pdf","grobid_xml":"https://content.openalex.org/works/W3216192677.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W2079238586","https://openalex.org/W2293006851","https://openalex.org/W2489872516","https://openalex.org/W3025159789","https://openalex.org/W3093493223","https://openalex.org/W3110758391","https://openalex.org/W3157055480","https://openalex.org/W3157992203"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2754894637","https://openalex.org/W2394316958","https://openalex.org/W2377299588","https://openalex.org/W3163218020","https://openalex.org/W2367347624","https://openalex.org/W2126590109","https://openalex.org/W4206692262","https://openalex.org/W1494237101","https://openalex.org/W4252322918"],"abstract_inverted_index":{"Abstract":[0],"Modelling":[1],"and":[2,10,83],"simulation":[3],"can":[4,79],"be":[5,26],"used":[6],"for":[7],"different":[8],"goals":[9],"purposes.":[11],"Prediction":[12],"is":[13,43,87],"only":[14],"one":[15,88],"of":[16,89,92],"them,":[17],"and,":[18],"as":[19],"this":[20,86],"chapter":[21],"highlights,":[22],"it":[23,31],"might":[24],"not":[25],"the":[27,34,37,41,54,67,90],"main":[28],"goal\u2014even":[29],"if":[30],"was":[32],"in":[33,53],"spotlight":[35],"during":[36],"COVID-19":[38],"crisis.":[39],"Predicting":[40],"future":[42,55,68],"a":[44],"vanity.":[45],"Instead,":[46],"we":[47,62],"aim":[48],"to":[49,64,70,81],"prevent":[50],"certain":[51],"events":[52],"by":[56],"describing":[57],"scenarios,":[58],"or,":[59],"even":[60],"better,":[61],"try":[63],"actively":[65],"shape":[66],"according":[69],"our":[71],"social,":[72],"technological,":[73],"or":[74],"economic":[75],"goals.":[76],"Thus,":[77],"modellers":[78],"contribute":[80],"debate":[82],"social":[84],"discourse;":[85],"aims":[91],"Digital":[93],"Humanism.":[94]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}