{"id":"https://openalex.org/W4403484338","doi":"https://doi.org/10.3390/info15100651","title":"Inference-Based Information Relevance Reasoning Method in Situation Assessment","display_name":"Inference-Based Information Relevance Reasoning Method in Situation Assessment","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403484338","doi":"https://doi.org/10.3390/info15100651"},"language":"en","primary_location":{"id":"doi:10.3390/info15100651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15100651","pdf_url":"https://www.mdpi.com/2078-2489/15/10/651/pdf?version=1729173661","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2078-2489/15/10/651/pdf?version=1729173661","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032936867","display_name":"Shan Lu","orcid":"https://orcid.org/0000-0001-6937-4308"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Shan Lu","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115, USA","institution_ids":["https://openalex.org/I12912129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003723197","display_name":"Mieczyslaw M. Kokar","orcid":"https://orcid.org/0000-0001-9243-3089"},"institutions":[{"id":"https://openalex.org/I12912129","display_name":"Northeastern University","ror":"https://ror.org/04t5xt781","country_code":"US","type":"education","lineage":["https://openalex.org/I12912129"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mieczyslaw Kokar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Northeastern University, Boston, MA 02115, USA","institution_ids":["https://openalex.org/I12912129"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5032936867"],"corresponding_institution_ids":["https://openalex.org/I12912129"],"apc_list":{"value":1400,"currency":"CHF","value_usd":1515},"apc_paid":{"value":1400,"currency":"CHF","value_usd":1515},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.16145463,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"10","first_page":"651","last_page":"651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7368000149726868,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.7368000149726868,"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/T13832","display_name":"Advanced Decision-Making Techniques","score":0.7124999761581421,"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/inference","display_name":"Inference","score":0.8210288286209106},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.7991914749145508},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6044269800186157},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42181670665740967},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3756093978881836},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3621557056903839},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3339778184890747},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06864094734191895}],"concepts":[{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.8210288286209106},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.7991914749145508},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6044269800186157},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42181670665740967},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3756093978881836},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3621557056903839},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3339778184890747},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06864094734191895},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/info15100651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15100651","pdf_url":"https://www.mdpi.com/2078-2489/15/10/651/pdf?version=1729173661","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:65c1c99c089c47d9a1dbded48dd41fbc","is_oa":true,"landing_page_url":"https://doaj.org/article/65c1c99c089c47d9a1dbded48dd41fbc","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Information, Vol 15, Iss 10, p 651 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/info15100651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/info15100651","pdf_url":"https://www.mdpi.com/2078-2489/15/10/651/pdf?version=1729173661","source":{"id":"https://openalex.org/S4210219776","display_name":"Information","issn_l":"2078-2489","issn":["2078-2489"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Information","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403484338.pdf","grobid_xml":"https://content.openalex.org/works/W4403484338.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W62218527","https://openalex.org/W191486739","https://openalex.org/W1581988457","https://openalex.org/W1970378524","https://openalex.org/W1976291507","https://openalex.org/W1982428762","https://openalex.org/W1983077505","https://openalex.org/W1983275405","https://openalex.org/W1984464190","https://openalex.org/W1998211530","https://openalex.org/W2004737172","https://openalex.org/W2022841744","https://openalex.org/W2092488901","https://openalex.org/W2106356140","https://openalex.org/W2110407265","https://openalex.org/W2132982821","https://openalex.org/W2146948159","https://openalex.org/W2158656403","https://openalex.org/W2174287231","https://openalex.org/W2525575452","https://openalex.org/W2886285631","https://openalex.org/W2990322497","https://openalex.org/W3010336026","https://openalex.org/W3023867182","https://openalex.org/W3041556933","https://openalex.org/W3083252884","https://openalex.org/W3091921192","https://openalex.org/W3122245755","https://openalex.org/W3139206052","https://openalex.org/W4213009331","https://openalex.org/W4240584800","https://openalex.org/W4250862392","https://openalex.org/W4253789199","https://openalex.org/W4254168416","https://openalex.org/W4255321213","https://openalex.org/W4281739703","https://openalex.org/W4282972446","https://openalex.org/W4285324686","https://openalex.org/W4302334514","https://openalex.org/W4319952115","https://openalex.org/W4399349724","https://openalex.org/W6629144070","https://openalex.org/W6651632642","https://openalex.org/W6680573776","https://openalex.org/W6777109719","https://openalex.org/W6792071576","https://openalex.org/W6837565975","https://openalex.org/W6845509501","https://openalex.org/W7061880052"],"related_works":["https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W4312133475","https://openalex.org/W1967370444","https://openalex.org/W2150136235","https://openalex.org/W2085215424","https://openalex.org/W2088814244","https://openalex.org/W2157408137","https://openalex.org/W4312252109"],"abstract_inverted_index":{"The":[0,121],"growing":[1],"volume":[2],"of":[3,35,50,69,169,175],"information":[4,27,36,73,89,113,145],"available":[5,112],"to":[6,12,46,65,91,108,132,135,165,178],"decision-makers":[7],"makes":[8],"it":[9],"increasingly":[10],"challenging":[11],"process":[13,43,84],"all":[14],"data":[15],"during":[16],"decision-making.":[17],"As":[18],"a":[19,21,58,93,101,166],"result,":[20],"method":[22,126,161],"for":[23],"selecting":[24],"only":[25,143],"relevant":[26,116,144,176],"is":[28],"highly":[29],"desirable.":[30],"Moreover,":[31],"since":[32],"the":[33,41,48,67,88,129,147,152,160,173],"meaning":[34],"depends":[37],"on":[38,76],"its":[39],"context,":[40],"decision-making":[42],"requires":[44],"mechanisms":[45],"identify":[47],"context":[49,70],"specific":[51],"scenarios.":[52],"In":[53],"this":[54,77],"paper,":[55],"we":[56,79,139,157],"propose":[57],"conceptual":[59],"framework":[60],"that":[61,85,124,141,159],"utilizes":[62],"Situation":[63],"Theory":[64],"formalize":[66],"concept":[68],"and":[71,114],"analyze":[72],"relevance.":[74],"Building":[75],"framework,":[78],"introduce":[80],"an":[81],"inference-based":[82],"reasoning":[83],"automatically":[86],"identifies":[87],"necessary":[90],"characterize":[92],"given":[94],"situation.":[95],"We":[96],"evaluate":[97],"our":[98,125],"approach":[99],"in":[100],"cybersecurity":[102],"scenario":[103],"where":[104],"computer":[105],"agents":[106],"respond":[107],"queries":[109,181],"by":[110],"utilizing":[111],"sharing":[115],"facts":[117,177],"with":[118],"other":[119],"agents.":[120],"results":[122],"show":[123,158],"significantly":[127],"reduces":[128],"time":[130],"required":[131],"infer":[133],"answers":[134,149],"situation-specific":[136],"queries.":[137],"Additionally,":[138],"demonstrate":[140],"using":[142,151],"provides":[146],"same":[148],"as":[150],"entire":[153],"knowledge":[154],"base.":[155],"Finally,":[156],"can":[162],"be":[163],"applied":[164],"limited":[167],"set":[168],"training":[170],"queries,":[171],"allowing":[172],"reuse":[174],"address":[179],"new":[180],"effectively.":[182]},"counts_by_year":[],"updated_date":"2026-03-12T06:13:28.667946","created_date":"2025-10-10T00:00:00"}