{"id":"https://openalex.org/W2587902091","doi":null,"title":"Participatory land use modeling with Bayesian Networks: A focus on subjective validation","display_name":"Participatory land use modeling with Bayesian Networks: A focus on subjective validation","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2587902091","mag":"2587902091"},"language":"en","primary_location":{"id":"pmh:oai:scholarsarchive.byu.edu:iemssconference-1790","doi":null,"is_oa":true,"landing_page_url":"https://scholarsarchive.byu.edu/iemssconference/2012/Stream-B/141","pdf_url":"https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=1790&context=iemssconference","source":{"id":"https://openalex.org/S4377196308","display_name":"ScholarsArchive  (Brigham Young University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I100005738","host_organization_name":"Brigham Young University","host_organization_lineage":["https://openalex.org/I100005738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Congress on Environmental Modelling and Software","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=1790&context=iemssconference","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063285381","display_name":"Enrico Celio","orcid":"https://orcid.org/0000-0003-1316-1850","observed_orcids":["https://orcid.org/0000-0003-1316-1850"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Enrico Celio","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1316-1850","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023346693","display_name":"Sibyl H. Brunner","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sibyl H. Brunner","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5077635491","display_name":"Adrienne Gr\u00eat\u2010Regamey","orcid":"https://orcid.org/0000-0001-8156-9503","observed_orcids":["https://orcid.org/0000-0001-8156-9503"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Adrienne Gr\u00eat\u2010Regamey","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-8156-9503","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9776,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.76631025,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1827","last_page":"1834"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.6011000275611877,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10226","display_name":"Land Use and Ecosystem Services","score":0.6011000275611877,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13920","display_name":"Urban Planning and Valuation","score":0.0731000006198883,"subfield":{"id":"https://openalex.org/subfields/3305","display_name":"Geography, Planning and Development"},"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/T12698","display_name":"3D Modeling in Geospatial Applications","score":0.04529999941587448,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/bayesian-networks","display_name":"Bayesian networks","score":0.9980000257492065},{"id":"https://openalex.org/keywords/model-validation","display_name":"model validation","score":0.7509999871253967},{"id":"https://openalex.org/keywords/spatial-planning","display_name":"spatial planning","score":0.8259999752044678},{"id":"https://openalex.org/keywords/stakeholder-engagement","display_name":"stakeholder engagement","score":0.8519999980926514},{"id":"https://openalex.org/keywords/model-credibility","display_name":"model credibility","score":0.7860000133514404},{"id":"https://openalex.org/keywords/expert-workshop","display_name":"expert workshop","score":0.5619999766349792},{"id":"https://openalex.org/keywords/secondary-data","display_name":"secondary data","score":0.5730000138282776},{"id":"https://openalex.org/keywords/mutual-learning","display_name":"mutual learning","score":0.6209999918937683}],"concepts":[{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5330336093902588},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4870810806751251},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.4362643361091614},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4106858968734741},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3762643039226532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.29148069024086},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:scholarsarchive.byu.edu:iemssconference-1790","doi":null,"is_oa":true,"landing_page_url":"https://scholarsarchive.byu.edu/iemssconference/2012/Stream-B/141","pdf_url":"https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=1790&context=iemssconference","source":{"id":"https://openalex.org/S4377196308","display_name":"ScholarsArchive  (Brigham Young University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I100005738","host_organization_name":"Brigham Young University","host_organization_lineage":["https://openalex.org/I100005738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Congress on Environmental Modelling and Software","raw_type":"text"},{"id":"mag:2587902091","doi":null,"is_oa":false,"landing_page_url":"https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=1790&context=iemssconference","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":{"id":"pmh:oai:scholarsarchive.byu.edu:iemssconference-1790","doi":null,"is_oa":true,"landing_page_url":"https://scholarsarchive.byu.edu/iemssconference/2012/Stream-B/141","pdf_url":"https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=1790&context=iemssconference","source":{"id":"https://openalex.org/S4377196308","display_name":"ScholarsArchive  (Brigham Young University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I100005738","host_organization_name":"Brigham Young University","host_organization_lineage":["https://openalex.org/I100005738"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Congress on Environmental Modelling and Software","raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2587902091.pdf","grobid_xml":"https://content.openalex.org/works/W2587902091.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W1526610225","https://openalex.org/W1903521732","https://openalex.org/W2005536530","https://openalex.org/W2014458217","https://openalex.org/W2014977541","https://openalex.org/W2046292026","https://openalex.org/W2058653679","https://openalex.org/W2058744145","https://openalex.org/W2065637266","https://openalex.org/W2090193197","https://openalex.org/W2090339813","https://openalex.org/W2099697766","https://openalex.org/W2104896032","https://openalex.org/W2127470579","https://openalex.org/W2164768649","https://openalex.org/W2168632515"],"related_works":["https://openalex.org/W2019330508","https://openalex.org/W2975952179","https://openalex.org/W1998728412","https://openalex.org/W172503089","https://openalex.org/W2062209530","https://openalex.org/W2763910550","https://openalex.org/W2793996118","https://openalex.org/W6926231556","https://openalex.org/W156887348","https://openalex.org/W2314836433"],"abstract_inverted_index":{"Taking":[0],"into":[1],"account":[2],"land":[3,24,77],"use":[4,25,78],"models":[5,33],"in":[6,34,49,103,109,131],"spatial":[7,35],"planning":[8,36],"processes":[9,37,172],"would":[10],"be":[11,54,64,154],"a":[12,65,132],"valuable":[13],"support":[14],"for":[15,43,157],"facilitating":[16],"the":[17,20,29,50,71,96,107,120,137,148,163,168,171,175,178,182,194],"development":[18],"and":[19,47,84,99,105,111,124,127,150,167,196],"acceptance":[21],"of":[22,31,73,122,136,147,162,170,177,184,193],"innovative":[23],"management":[26],"strategies.":[27],"But,":[28],"utilization":[30],"such":[32],"is":[38,45,117],"rarely":[39],"done.":[40],"One":[41],"condition":[42],"implementation":[44,72],"trust":[46],"credibility":[48,192],"model,":[51],"which":[52],"can":[53,63,153],"increased":[55],"through":[56],"validation.":[57],"We":[58],"argue":[59],"that":[60,142],"subjective":[61,114,138,179],"validation":[62,115,126,139,180,187],"major":[66],"contribution":[67],"to":[68],"efforts":[69],"advancing":[70],"models.":[74],"The":[75,113,160],"presented":[76],"model":[79,158,195],"applies":[80],"Bayesian":[81],"networks":[82],"(BN)":[83],"incorporates":[85],"secondary":[86],"data":[87],"as":[88,90],"well":[89],"local":[91],"actors\u2019":[92],"characteristics.":[93],"Stakeholders":[94],"from":[95],"study":[97],"area":[98],"experts":[100,143],"were":[101],"involved":[102],"designing":[104],"updating":[106],"network":[108],"workshops":[110],"questionnaires.":[112],"procedure":[116],"based":[118],"on":[119],"concepts":[121],"conceptual":[123],"operational":[125],"these":[128],"are":[129],"applied":[130],"workshop":[133],"format.":[134],"Results":[135],"process":[140],"show":[141],"have":[144],"understood":[145],"mechanisms":[146],"BN":[149,164],"their":[151],"inputs":[152],"effectively":[155],"used":[156],"improvement.":[159],"parameterization":[161],"was":[165],"adapted":[166],"understanding":[169],"improved.":[173],"Comparing":[174],"results":[176],"with":[181],"outcome":[183],"an":[185],"objective":[186],"approach":[188],"reveals":[189],"surpluses":[190],"concerning":[191],"mutual":[197],"learning":[198],"processes.":[199]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2017-02-24T00:00:00"}