{"id":"https://openalex.org/W2122077062","doi":"https://doi.org/10.1109/icsmc.2003.1244463","title":"A real-time, information-based approach to decision making through decision informatics","display_name":"A real-time, information-based approach to decision making through decision informatics","publication_year":2004,"publication_date":"2004-04-23","ids":{"openalex":"https://openalex.org/W2122077062","doi":"https://doi.org/10.1109/icsmc.2003.1244463","mag":"2122077062"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2003.1244463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2003.1244463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)","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/A5109247244","display_name":"James M. Tien","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133369","display_name":"Decision Sciences (United States)","ror":"https://ror.org/03gcvf773","country_code":"US","type":"company","lineage":["https://openalex.org/I4210133369"]},{"id":"https://openalex.org/I165799507","display_name":"Rensselaer Polytechnic Institute","ror":"https://ror.org/01rtyzb94","country_code":"US","type":"education","lineage":["https://openalex.org/I165799507"]},{"id":"https://openalex.org/I4210116219","display_name":"Engineering Systems (United States)","ror":"https://ror.org/02qg60849","country_code":"US","type":"company","lineage":["https://openalex.org/I4210116219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"J.M. Tien","raw_affiliation_strings":["Department of Decision Sciences and Engineering Systems, Rensselaer Polytechnic Institute, Troy, NY, USA","[Dept. of Decision Sci. & Eng. Syst., Rensselaer Polytech. Inst., Troy, NY, USA]"],"affiliations":[{"raw_affiliation_string":"Department of Decision Sciences and Engineering Systems, Rensselaer Polytechnic Institute, Troy, NY, USA","institution_ids":["https://openalex.org/I165799507","https://openalex.org/I4210116219","https://openalex.org/I4210133369"]},{"raw_affiliation_string":"[Dept. of Decision Sci. & Eng. Syst., Rensselaer Polytech. Inst., Troy, NY, USA]","institution_ids":["https://openalex.org/I165799507"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109247244"],"corresponding_institution_ids":["https://openalex.org/I165799507","https://openalex.org/I4210116219","https://openalex.org/I4210133369"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12413142,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"3693","last_page":"3699"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9972000122070312,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9972000122070312,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.989300012588501,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/computer-science","display_name":"Computer science","score":0.6916124820709229},{"id":"https://openalex.org/keywords/underpinning","display_name":"Underpinning","score":0.6309096813201904},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.6093575358390808},{"id":"https://openalex.org/keywords/r-cast","display_name":"R-CAST","score":0.6087248921394348},{"id":"https://openalex.org/keywords/decision-engineering","display_name":"Decision engineering","score":0.6036977767944336},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5633193254470825},{"id":"https://openalex.org/keywords/business-decision-mapping","display_name":"Business decision mapping","score":0.5549717545509338},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5540503859519958},{"id":"https://openalex.org/keywords/decision-analysis","display_name":"Decision analysis","score":0.5522428154945374},{"id":"https://openalex.org/keywords/informatics","display_name":"Informatics","score":0.5511993765830994},{"id":"https://openalex.org/keywords/management-science","display_name":"Management science","score":0.4944901466369629},{"id":"https://openalex.org/keywords/engineering-informatics","display_name":"Engineering informatics","score":0.48689666390419006},{"id":"https://openalex.org/keywords/evidential-reasoning-approach","display_name":"Evidential reasoning approach","score":0.4815957248210907},{"id":"https://openalex.org/keywords/influence-diagram","display_name":"Influence diagram","score":0.4495280981063843},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.3861791491508484},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3283054232597351},{"id":"https://openalex.org/keywords/health-informatics","display_name":"Health informatics","score":0.25772619247436523},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.22067931294441223},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.14869272708892822},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14007434248924255}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6916124820709229},{"id":"https://openalex.org/C2780871342","wikidata":"https://www.wikidata.org/wiki/Q7883752","display_name":"Underpinning","level":2,"score":0.6309096813201904},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.6093575358390808},{"id":"https://openalex.org/C59719044","wikidata":"https://www.wikidata.org/wiki/Q7273265","display_name":"R-CAST","level":4,"score":0.6087248921394348},{"id":"https://openalex.org/C135115379","wikidata":"https://www.wikidata.org/wiki/Q2750514","display_name":"Decision engineering","level":4,"score":0.6036977767944336},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5633193254470825},{"id":"https://openalex.org/C97944126","wikidata":"https://www.wikidata.org/wiki/Q5001864","display_name":"Business decision mapping","level":3,"score":0.5549717545509338},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5540503859519958},{"id":"https://openalex.org/C186116695","wikidata":"https://www.wikidata.org/wiki/Q5249226","display_name":"Decision analysis","level":2,"score":0.5522428154945374},{"id":"https://openalex.org/C191630685","wikidata":"https://www.wikidata.org/wiki/Q4027615","display_name":"Informatics","level":2,"score":0.5511993765830994},{"id":"https://openalex.org/C539667460","wikidata":"https://www.wikidata.org/wiki/Q2414942","display_name":"Management science","level":1,"score":0.4944901466369629},{"id":"https://openalex.org/C158518442","wikidata":"https://www.wikidata.org/wiki/Q2843902","display_name":"Engineering informatics","level":4,"score":0.48689666390419006},{"id":"https://openalex.org/C156201811","wikidata":"https://www.wikidata.org/wiki/Q5418360","display_name":"Evidential reasoning approach","level":4,"score":0.4815957248210907},{"id":"https://openalex.org/C20837028","wikidata":"https://www.wikidata.org/wiki/Q623966","display_name":"Influence diagram","level":3,"score":0.4495280981063843},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.3861791491508484},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3283054232597351},{"id":"https://openalex.org/C145642194","wikidata":"https://www.wikidata.org/wiki/Q870895","display_name":"Health informatics","level":3,"score":0.25772619247436523},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.22067931294441223},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.14869272708892822},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14007434248924255},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C147176958","wikidata":"https://www.wikidata.org/wiki/Q77590","display_name":"Civil engineering","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138816342","wikidata":"https://www.wikidata.org/wiki/Q189603","display_name":"Public health","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsmc.2003.1244463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2003.1244463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W72958400","https://openalex.org/W176136749","https://openalex.org/W188803003","https://openalex.org/W1522290492","https://openalex.org/W1552339598","https://openalex.org/W1588282782","https://openalex.org/W1969396066","https://openalex.org/W1970441067","https://openalex.org/W1979480679","https://openalex.org/W2000832852","https://openalex.org/W2001245517","https://openalex.org/W2009543464","https://openalex.org/W2010657328","https://openalex.org/W2020904645","https://openalex.org/W2022775778","https://openalex.org/W2063309002","https://openalex.org/W2071620745","https://openalex.org/W2079593497","https://openalex.org/W2081904051","https://openalex.org/W2088067729","https://openalex.org/W2090546075","https://openalex.org/W2100188668","https://openalex.org/W2103639221","https://openalex.org/W2106926144","https://openalex.org/W2110531057","https://openalex.org/W2112919847","https://openalex.org/W2117354270","https://openalex.org/W2117840792","https://openalex.org/W2132018732","https://openalex.org/W2147311421","https://openalex.org/W2149090541","https://openalex.org/W2177031017","https://openalex.org/W2304818866","https://openalex.org/W2307246615","https://openalex.org/W2331052961","https://openalex.org/W2605810474","https://openalex.org/W3023551534","https://openalex.org/W4206163205","https://openalex.org/W4230927207","https://openalex.org/W4255466416","https://openalex.org/W6602982819","https://openalex.org/W6607105377","https://openalex.org/W6631471599","https://openalex.org/W6631500274","https://openalex.org/W6632829031","https://openalex.org/W6652614221","https://openalex.org/W6675485694","https://openalex.org/W6681619189","https://openalex.org/W6736334808","https://openalex.org/W6986189286"],"related_works":["https://openalex.org/W787402332","https://openalex.org/W2259218756","https://openalex.org/W646492873","https://openalex.org/W2376574686","https://openalex.org/W1523254661","https://openalex.org/W2160749149","https://openalex.org/W82626187","https://openalex.org/W2369814984","https://openalex.org/W1910369405","https://openalex.org/W4306181635"],"abstract_inverted_index":{"The":[0,37],"focus":[1],"of":[2,44,80,107,119],"this":[3],"paper":[4],"is":[5,29,39,98],"on":[6,11],"decision":[7,13,25,35,49,59,75,95],"making;":[8],"more":[9],"specifically,":[10],"what":[12],"making":[14,76],"requirements":[15],"are":[16],"needed":[17],"in":[18,87],"the":[19,68,78,81],"future.":[20],"We":[21,64],"augur":[22],"for":[23,74],"a":[24,30,108],"informatics":[26,96],"paradigm;":[27],"it":[28],"real-time,":[31],"information-based":[32],"approach":[33],"to":[34,89],"making.":[36],"paradigm":[38,97],"supported":[40],"by":[41,53,66,125],"two":[42],"sets":[43],"technologies":[45],"(i.e.,":[46,56],"information":[47],"and":[48,51,61,71,84,100,117],"technologies)":[50],"underpinned":[52],"three":[54],"disciplines":[55],"data":[57,122],"fusion/analysis,":[58],"modeling":[60],"systems":[62],"engineering).":[63],"begin":[65],"considering":[67],"context":[69],"-":[70,73],"needs":[72],"as":[77],"economies":[79],"world":[82],"change":[83],"evolve,":[85],"especially":[86],"regard":[88],"emerging":[90],"services;":[91],"then":[92],"our":[93],"proposed":[94],"detailed":[99],"illustrated,":[101],"together":[102],"with":[103,114],"an":[104],"in-depth":[105],"review":[106],"critical,":[109],"underpinning":[110],"research":[111],"area":[112],"(dealing":[113],"real-time":[115],"fusion":[116],"analysis":[118],"multiple":[120],"non-homogeneous":[121],"sources),":[123],"followed":[124],"several":[126],"concluding":[127],"remarks.":[128]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
