{"id":"https://openalex.org/W2088632786","doi":"https://doi.org/10.1109/tsmc.1984.6313275","title":"Human-oriented information acquisition in sequential pattern classification: Part I \u2014 Single membership classification","display_name":"Human-oriented information acquisition in sequential pattern classification: Part I \u2014 Single membership classification","publication_year":1984,"publication_date":"1984-01-01","ids":{"openalex":"https://openalex.org/W2088632786","doi":"https://doi.org/10.1109/tsmc.1984.6313275","mag":"2088632786"},"language":"en","primary_location":{"id":"doi:10.1109/tsmc.1984.6313275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.1984.6313275","pdf_url":null,"source":{"id":"https://openalex.org/S76152103","display_name":"IEEE Transactions on Systems Man and Cybernetics","issn_l":"0018-9472","issn":["0018-9472","2168-2909"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics","raw_type":"journal-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/A5058046689","display_name":"Moshe Ben-Bassat","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL","US"],"is_corresponding":true,"raw_author_name":"Moshe Ben-Bassat","raw_affiliation_strings":["Department of Computer Science, University of California, Los Angeles, CA, USA","Faculty of Management, Tel Aviv University, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Faculty of Management, Tel Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043754049","display_name":"Dov Te\u2019eni","orcid":"https://orcid.org/0000-0002-5629-8614"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Dov Teeni","raw_affiliation_strings":["Faculty of Management, Tel Aviv University, Tel-Aviv, Israel"],"affiliations":[{"raw_affiliation_string":"Faculty of Management, Tel Aviv University, Tel-Aviv, Israel","institution_ids":["https://openalex.org/I16391192"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5058046689"],"corresponding_institution_ids":["https://openalex.org/I161318765","https://openalex.org/I16391192"],"apc_list":null,"apc_paid":null,"fwci":0.58608529,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71160365,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"SMC-14","issue":"1","first_page":"131","last_page":"138"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9405999779701233,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9405999779701233,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9010999798774719,"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/heuristics","display_name":"Heuristics","score":0.8800310492515564},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.6406830549240112},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6270082592964172},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6216402649879456},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5667331218719482},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5638560056686401},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.4886022210121155},{"id":"https://openalex.org/keywords/operator","display_name":"Operator (biology)","score":0.47395989298820496},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44945114850997925},{"id":"https://openalex.org/keywords/bayesian-information-criterion","display_name":"Bayesian information criterion","score":0.41950511932373047},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.365060031414032}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8800310492515564},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.6406830549240112},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6270082592964172},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6216402649879456},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5667331218719482},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5638560056686401},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.4886022210121155},{"id":"https://openalex.org/C17020691","wikidata":"https://www.wikidata.org/wiki/Q139677","display_name":"Operator (biology)","level":5,"score":0.47395989298820496},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44945114850997925},{"id":"https://openalex.org/C168136583","wikidata":"https://www.wikidata.org/wiki/Q1988242","display_name":"Bayesian information criterion","level":2,"score":0.41950511932373047},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.365060031414032},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C86339819","wikidata":"https://www.wikidata.org/wiki/Q407384","display_name":"Transcription factor","level":3,"score":0.0},{"id":"https://openalex.org/C158448853","wikidata":"https://www.wikidata.org/wiki/Q425218","display_name":"Repressor","level":4,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsmc.1984.6313275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmc.1984.6313275","pdf_url":null,"source":{"id":"https://openalex.org/S76152103","display_name":"IEEE Transactions on Systems Man and Cybernetics","issn_l":"0018-9472","issn":["0018-9472","2168-2909"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Systems, Man, and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.7099999785423279,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2280422768","https://openalex.org/W3143197806","https://openalex.org/W4252555497","https://openalex.org/W3121175838","https://openalex.org/W3016293053","https://openalex.org/W2105284594","https://openalex.org/W2401723157","https://openalex.org/W2617987378","https://openalex.org/W1502087262","https://openalex.org/W2952904874"],"abstract_inverted_index":{"Information":[0],"acquisition":[1],"strategies":[2,69,83,102],"which":[3,85,118],"incorporate":[4],"human":[5,26,47],"heuristics":[6,19,77],"are":[7,20,78,91],"formulated":[8],"for":[9,93],"pattern":[10],"classification":[11],"tasks,":[12],"and":[13,37],"their":[14],"effectiveness":[15],"is":[16],"evaluated.":[17],"The":[18,89],"based":[21],"on":[22],"two":[23],"observations:":[24],"(1)":[25],"decision-makers":[27,48],"tend":[28],"to":[29,32,38,53,60,106],"limit":[30],"themselves":[31],"a":[33],"subset":[34],"of":[35,56,96],"classes":[36],"select":[39],"features":[40],"oriented":[41],"toward":[42],"this":[43],"subject":[44],"only;":[45],"(2)":[46],"typically":[49],"use":[50],"considerations":[51],"related":[52],"the":[54,72,86,94,107,114],"history":[55],"process,":[57],"that":[58],"is,":[59],"class":[61,74],"probabilities":[62],"in":[63,80],"earlier":[64],"stages,":[65],"while":[66],"classical":[67],"Bayesian":[68],"consider":[70],"only":[71],"current":[73],"probabilities.":[75],"These":[76],"incorporated":[79],"four":[81],"different":[82],"with":[84],"authors":[87],"experimented.":[88],"findings":[90],"useful":[92],"development":[95],"decision":[97],"aids":[98],"whose":[99],"information":[100,109,122],"selection":[101,110],"may":[103],"be":[104],"tuned":[105],"operator's":[108],"behaviour":[111],"by":[112],"offering":[113],"operator":[115],"an":[116],"aid":[117],"reflects":[119],"his":[120],"own":[121],"priorities.":[123]},"counts_by_year":[{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}