{"id":"https://openalex.org/W2801006832","doi":"https://doi.org/10.23919/icif.2018.8455458","title":"Learning and Reasoning in Complex Coalition Information Environments: A Critical Analysis","display_name":"Learning and Reasoning in Complex Coalition Information Environments: A Critical Analysis","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2801006832","doi":"https://doi.org/10.23919/icif.2018.8455458","mag":"2801006832"},"language":"en","primary_location":{"id":"doi:10.23919/icif.2018.8455458","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icif.2018.8455458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st International Conference on Information Fusion (FUSION)","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/A5043937484","display_name":"Federico Cerutti","orcid":"https://orcid.org/0000-0003-0755-0358"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Federico Cerutti","raw_affiliation_strings":["Cardiff University, UK"],"affiliations":[{"raw_affiliation_string":"Cardiff University, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034311510","display_name":"Moustafa Alzantot","orcid":"https://orcid.org/0000-0003-2614-9877"},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Moustafa Alzantot","raw_affiliation_strings":["UCLA, USA"],"affiliations":[{"raw_affiliation_string":"UCLA, USA","institution_ids":["https://openalex.org/I2799798094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018185609","display_name":"Tianwei Xing","orcid":"https://orcid.org/0000-0001-5760-1761"},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianwei Xing","raw_affiliation_strings":["UCLA, USA"],"affiliations":[{"raw_affiliation_string":"UCLA, USA","institution_ids":["https://openalex.org/I2799798094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011128053","display_name":"Daniel Harborne","orcid":"https://orcid.org/0000-0002-2376-8341"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Harborne","raw_affiliation_strings":["Cardiff University, UK"],"affiliations":[{"raw_affiliation_string":"Cardiff University, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084984307","display_name":"Jonathan Z. Bakdash","orcid":"https://orcid.org/0000-0002-1409-4779"},"institutions":[{"id":"https://openalex.org/I41639379","display_name":"Association of Research Libraries","ror":"https://ror.org/053mpbz30","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I41639379"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jonathan Z. Bakdash","raw_affiliation_strings":["ARL, USA"],"affiliations":[{"raw_affiliation_string":"ARL, USA","institution_ids":["https://openalex.org/I41639379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012388184","display_name":"Dave Braines","orcid":"https://orcid.org/0000-0003-3296-0842"},"institutions":[{"id":"https://openalex.org/I4210121844","display_name":"IBM (United Kingdom)","ror":"https://ror.org/02wat9f69","country_code":"GB","type":"company","lineage":["https://openalex.org/I1341412227","https://openalex.org/I4210121844"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dave Braines","raw_affiliation_strings":["IBM, UK"],"affiliations":[{"raw_affiliation_string":"IBM, UK","institution_ids":["https://openalex.org/I4210121844"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101527369","display_name":"Supriyo Chakraborty","orcid":"https://orcid.org/0000-0003-3697-0044"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Supriyo Chakraborty","raw_affiliation_strings":["IBM, USA"],"affiliations":[{"raw_affiliation_string":"IBM, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022713560","display_name":"Lance Kaplan","orcid":"https://orcid.org/0000-0002-3627-4471"},"institutions":[{"id":"https://openalex.org/I41639379","display_name":"Association of Research Libraries","ror":"https://ror.org/053mpbz30","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I41639379"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lance Kaplan","raw_affiliation_strings":["ARL, USA"],"affiliations":[{"raw_affiliation_string":"ARL, USA","institution_ids":["https://openalex.org/I41639379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023203721","display_name":"Angelika Kimmig","orcid":"https://orcid.org/0000-0002-6742-4057"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Angelika Kimmig","raw_affiliation_strings":["Cardiff University, UK"],"affiliations":[{"raw_affiliation_string":"Cardiff University, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005253980","display_name":"Alun Preece","orcid":"https://orcid.org/0000-0003-0349-9057"},"institutions":[{"id":"https://openalex.org/I79510175","display_name":"Cardiff University","ror":"https://ror.org/03kk7td41","country_code":"GB","type":"education","lineage":["https://openalex.org/I79510175"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alun Preece","raw_affiliation_strings":["Cardiff University, UK"],"affiliations":[{"raw_affiliation_string":"Cardiff University, UK","institution_ids":["https://openalex.org/I79510175"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013045755","display_name":"Ramya Raghavendra","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramya Raghavendra","raw_affiliation_strings":["IBM, USA"],"affiliations":[{"raw_affiliation_string":"IBM, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064283689","display_name":"Murat \u015eensoy","orcid":"https://orcid.org/0000-0001-8806-4508"},"institutions":[{"id":"https://openalex.org/I44925452","display_name":"\u00d6zye\u011fin University","ror":"https://ror.org/01jjhfr75","country_code":"TR","type":"education","lineage":["https://openalex.org/I44925452"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Murat Sensoy","raw_affiliation_strings":["Ozyegin University, Turkey"],"affiliations":[{"raw_affiliation_string":"Ozyegin University, Turkey","institution_ids":["https://openalex.org/I44925452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074563122","display_name":"Mani Srivastava","orcid":"https://orcid.org/0000-0002-3782-9192"},"institutions":[{"id":"https://openalex.org/I2799798094","display_name":"UCLA Health","ror":"https://ror.org/01d88se56","country_code":"US","type":"funder","lineage":["https://openalex.org/I2799798094"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mani Srivastava","raw_affiliation_strings":["UCLA, USA"],"affiliations":[{"raw_affiliation_string":"UCLA, USA","institution_ids":["https://openalex.org/I2799798094"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":13,"corresponding_author_ids":["https://openalex.org/A5043937484"],"corresponding_institution_ids":["https://openalex.org/I79510175"],"apc_list":null,"apc_paid":null,"fwci":0.675,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7688001,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9988999962806702,"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/T10906","display_name":"AI-based Problem Solving and Planning","score":0.9919000267982483,"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/T10215","display_name":"Semantic Web and Ontologies","score":0.991100013256073,"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/futures-studies","display_name":"Futures studies","score":0.7443060278892517},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7015817165374756},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.4960118234157562},{"id":"https://openalex.org/keywords/situation-awareness","display_name":"Situation awareness","score":0.49208587408065796},{"id":"https://openalex.org/keywords/situational-ethics","display_name":"Situational ethics","score":0.4843641221523285},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.3836645185947418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2909560799598694},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12145668268203735},{"id":"https://openalex.org/keywords/epistemology","display_name":"Epistemology","score":0.11887425184249878}],"concepts":[{"id":"https://openalex.org/C64848388","wikidata":"https://www.wikidata.org/wiki/Q188867","display_name":"Futures studies","level":2,"score":0.7443060278892517},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7015817165374756},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.4960118234157562},{"id":"https://openalex.org/C145804949","wikidata":"https://www.wikidata.org/wiki/Q478123","display_name":"Situation awareness","level":2,"score":0.49208587408065796},{"id":"https://openalex.org/C9114305","wikidata":"https://www.wikidata.org/wiki/Q1428317","display_name":"Situational ethics","level":2,"score":0.4843641221523285},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.3836645185947418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2909560799598694},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12145668268203735},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.11887425184249878},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.23919/icif.2018.8455458","is_oa":false,"landing_page_url":"https://doi.org/10.23919/icif.2018.8455458","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 21st International Conference on Information Fusion (FUSION)","raw_type":"proceedings-article"},{"id":"pmh:oai:https://orca.cardiff.ac.uk:111242","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401195","display_name":"ORCA Online Research @Cardiff (Cardiff University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79510175","host_organization_name":"Cardiff University","host_organization_lineage":["https://openalex.org/I79510175"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},{"id":"pmh:oai:eresearch.ozyegin.edu.tr:10679/6523","is_oa":false,"landing_page_url":"http://hdl.handle.net/10679/6523","pdf_url":null,"source":{"id":"https://openalex.org/S4306400232","display_name":"ECS Journal of Solid State Science and Technology (The Electrochemical Society)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2802273670","host_organization_name":"Electrochemical Society","host_organization_lineage":["https://openalex.org/I2802273670"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:iris.unibs.it:11379/528988","is_oa":false,"landing_page_url":"http://hdl.handle.net/11379/528988","pdf_url":null,"source":{"id":"https://openalex.org/S4306400804","display_name":"Institutional Research Information System (Universit\u00e0 degli Studi di Brescia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W811924890","https://openalex.org/W1489423786","https://openalex.org/W1511986666","https://openalex.org/W1806647190","https://openalex.org/W1824971879","https://openalex.org/W1861492603","https://openalex.org/W1880262756","https://openalex.org/W1977970897","https://openalex.org/W1984893382","https://openalex.org/W2067619114","https://openalex.org/W2102506621","https://openalex.org/W2102605133","https://openalex.org/W2117539524","https://openalex.org/W2120340025","https://openalex.org/W2131861022","https://openalex.org/W2138162238","https://openalex.org/W2157391134","https://openalex.org/W2163605009","https://openalex.org/W2225666389","https://openalex.org/W2283350629","https://openalex.org/W2402716257","https://openalex.org/W2516679817","https://openalex.org/W2557728737","https://openalex.org/W2613718673","https://openalex.org/W2733432863","https://openalex.org/W2736046123","https://openalex.org/W2738984861","https://openalex.org/W2763152536","https://openalex.org/W2766447205","https://openalex.org/W2768780414","https://openalex.org/W2769856846","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963687836","https://openalex.org/W3104376605","https://openalex.org/W3125978365","https://openalex.org/W4293052541","https://openalex.org/W4412858026","https://openalex.org/W6620707391","https://openalex.org/W6638782048","https://openalex.org/W6639102338","https://openalex.org/W6639619044","https://openalex.org/W6684191040","https://openalex.org/W6740918823","https://openalex.org/W6741871552"],"related_works":["https://openalex.org/W2370236282","https://openalex.org/W3156023083","https://openalex.org/W1995047307","https://openalex.org/W3164313706","https://openalex.org/W2118564637","https://openalex.org/W2046413193","https://openalex.org/W4226108142","https://openalex.org/W2029978712","https://openalex.org/W3006892881","https://openalex.org/W4381733965"],"abstract_inverted_index":{"In":[0],"this":[1],"paper":[2],"we":[3],"provide":[4],"a":[5,33,64,70,85],"critical":[6,87],"analysis":[7,88],"with":[8],"metrics":[9],"that":[10,92],"will":[11,50],"inform":[12],"guidelines":[13,101],"for":[14,18,63,97,102,106],"designing":[15,103],"distributed":[16,65,104],"systems":[17,105],"Collective":[19],"Situational":[20],"Understanding":[21],"(CSU).":[22],"CSU":[23,66,98],"requires":[24],"both":[25],"collective":[26,43],"insight-i.e.,":[27],"accurate":[28],"and":[29,38,42],"deep":[30],"understanding":[31],"of":[32,89],"situation":[34],"derived":[35],"from":[36],"uncertain":[37],"often":[39],"sparse":[40],"data":[41],"foresight-i.e.,":[44],"the":[45,53,61],"ability":[46],"to":[47,58,99],"predict":[48],"what":[49],"happen":[51],"in":[52],"future.":[54],"When":[55],"it":[56,78],"comes":[57],"complex":[59],"scenarios,":[60],"need":[62],"naturally":[67],"emerges,":[68],"as":[69],"single":[71],"monolithic":[72],"approach":[73],"not":[74],"only":[75],"is":[76,79],"unfeasible:":[77],"also":[80],"undesirable.":[81],"We":[82],"therefore":[83],"propose":[84],"principled,":[86],"AI":[90],"techniques":[91],"can":[93],"support":[94],"specific":[95],"tasks":[96],"derive":[100],"CSU.":[107]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-10T16:38:18.471706","created_date":"2018-05-17T00:00:00"}