{"id":"https://openalex.org/W2151610793","doi":"https://doi.org/10.3217/jucs-014-14-2263","title":"The APS Framework For Incremental Learning of Software Agents","display_name":"The APS Framework For Incremental Learning of Software Agents","publication_year":2020,"publication_date":"2020-04-07","ids":{"openalex":"https://openalex.org/W2151610793","doi":"https://doi.org/10.3217/jucs-014-14-2263","mag":"2151610793"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.492.9086","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.492.9086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jucs.org/jucs_14_14/the_aps_framework_for/jucs_14_14_2263_2287_dudek.pdf","raw_type":"text"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.3217/jucs-014-14-2263","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040411190","display_name":"Damian Dudek","orcid":"https://orcid.org/0000-0002-6048-0216"},"institutions":[{"id":"https://openalex.org/I219388962","display_name":"University of Wroc\u0142aw","ror":"https://ror.org/00yae6e25","country_code":"PL","type":"education","lineage":["https://openalex.org/I219388962"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Damian Dudek","raw_affiliation_strings":["University of Wroclaw,"],"affiliations":[{"raw_affiliation_string":"University of Wroclaw,","institution_ids":["https://openalex.org/I219388962"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5040411190"],"corresponding_institution_ids":["https://openalex.org/I219388962"],"apc_list":null,"apc_paid":null,"fwci":0.2669,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60326513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"14","issue":null,"first_page":"2263","last_page":"2287"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9957000017166138,"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"}},"topics":[{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9957000017166138,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9936000108718872,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9876000285148621,"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/computer-science","display_name":"Computer science","score":0.8712378740310669},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6090503334999084},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.5093353986740112},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4989597797393799},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4969523251056671},{"id":"https://openalex.org/keywords/bounded-function","display_name":"Bounded function","score":0.4922727644443512},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.4448167681694031},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4425640404224396},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.43022847175598145},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.42231595516204834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4180886745452881},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3925071358680725},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2298019826412201}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8712378740310669},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6090503334999084},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.5093353986740112},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4989597797393799},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4969523251056671},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.4922727644443512},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4448167681694031},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4425640404224396},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.43022847175598145},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.42231595516204834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4180886745452881},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3925071358680725},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2298019826412201},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.492.9086","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.492.9086","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.jucs.org/jucs_14_14/the_aps_framework_for/jucs_14_14_2263_2287_dudek.pdf","raw_type":"text"},{"id":"doi:10.3217/jucs-014-14-2263","is_oa":true,"landing_page_url":"https://doi.org/10.3217/jucs-014-14-2263","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:2151610793","is_oa":false,"landing_page_url":"http://www.jucs.org/jucs_14_14/the_aps_framework_for/jucs_14_14_2263_2287_dudek.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S58563349","display_name":"JUCS - Journal of Universal Computer Science","issn_l":"0948-695X","issn":["0948-695X","0948-6968"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310317875","host_organization_name":"Verlag der Technischen Universit\u00e4t Graz","host_organization_lineage":["https://openalex.org/P4310317875"],"host_organization_lineage_names":["Verlag der Technischen Universit\u00e4t Graz"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"JUCS - Journal of Universal Computer Science","raw_type":null}],"best_oa_location":{"id":"doi:10.3217/jucs-014-14-2263","is_oa":true,"landing_page_url":"https://doi.org/10.3217/jucs-014-14-2263","pdf_url":null,"source":{"id":"https://openalex.org/S4306400660","display_name":"TUGraz OPEN Library (Graz University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4092182","host_organization_name":"Graz University of Technology","host_organization_lineage":["https://openalex.org/I4092182"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1822962","https://openalex.org/W1484413656","https://openalex.org/W1500035374","https://openalex.org/W1552516762","https://openalex.org/W1556191380","https://openalex.org/W1558832481","https://openalex.org/W1578774594","https://openalex.org/W1581163745","https://openalex.org/W1590926312","https://openalex.org/W2004963814","https://openalex.org/W2007909139","https://openalex.org/W2014582273","https://openalex.org/W2029130131","https://openalex.org/W2052360255","https://openalex.org/W2065238781","https://openalex.org/W2078164548","https://openalex.org/W2088563966","https://openalex.org/W2098162950","https://openalex.org/W2102476072","https://openalex.org/W2106898966","https://openalex.org/W2145715853","https://openalex.org/W2146819619","https://openalex.org/W2165826862","https://openalex.org/W2166527382","https://openalex.org/W2166559705","https://openalex.org/W2180809782"],"related_works":["https://openalex.org/W2183338763","https://openalex.org/W2233448054","https://openalex.org/W3097695468","https://openalex.org/W2130751725","https://openalex.org/W2143038731","https://openalex.org/W1971882425","https://openalex.org/W2772691796","https://openalex.org/W2020019377","https://openalex.org/W1486292173","https://openalex.org/W2163381245","https://openalex.org/W2160755753","https://openalex.org/W2142995788","https://openalex.org/W2920674578","https://openalex.org/W3002177189","https://openalex.org/W1509618475","https://openalex.org/W2130968024","https://openalex.org/W1858844946","https://openalex.org/W2111770102","https://openalex.org/W2972740417","https://openalex.org/W102921666"],"abstract_inverted_index":{"Abstract:":[0],"Adaptive":[1],"behavior":[2],"and":[3,78,174],"learning":[4,60,97,112,152,181],"are":[5,19,120,128,142,157],"required":[6],"of":[7,53,91,161],"software":[8],"agents":[9,18],"in":[10,85,88,107,149,159],"many":[11],"ap-plication":[12],"domains.":[13],"At":[14],"the":[15,100,117,131,135,139,145,150,166],"same":[16],"time":[17,173],"often":[20],"supposed":[21],"to":[22,39,64,122,130,179],"be":[23],"resource-bounded":[24],"systems,":[25],"which":[26,56,89,127],"do":[27],"not":[28],"consume":[29],"much":[30],"CPU":[31],"time,":[32],"memory":[33],"or":[34],"disk":[35,175],"space.":[36],"In":[37],"attempt":[38],"satisfy":[40],"both":[41,171],"requirements,":[42],"we":[43],"propose":[44],"a":[45,86,108,111],"novel":[46],"framework,":[47],"called":[48],"APS":[49,81],"(standing":[50],"for":[51],"Analysis":[52],"Past":[54],"States),":[55],"provides":[57],"agent":[58,104],"with":[59,62,96],"capabilities":[61],"respect":[63],"saving":[65],"system":[66],"resources.":[67],"The":[68,80],"new":[69,124,162],"solution":[70],"is":[71],"based":[72],"on":[73],"incremental":[74],"association":[75,125,163],"rule":[76],"mining":[77],"maintenance.":[79],"process":[82],"runs":[83,153],"periodically":[84],"cycle,":[87],"phases":[90],"agent\u2019s":[92],"normal":[93],"performance":[94],"intertwine":[95],"phases.":[98],"During":[99],"former":[101],"ones":[102],"an":[103],"stores":[105],"observations":[106,141],"history.":[109],"After":[110],"phase":[113],"has":[114],"been":[115],"triggered,":[116],"history":[118,167],"facts":[119,156],"analyzed":[121],"yield":[123],"rules,":[126],"added":[129],"knowledge":[132],"base":[133],"by":[134],"maintenance":[136],"algorithm.":[137],"Then":[138],"old":[140],"removed":[143],"from":[144],"history,":[146],"so":[147],"that":[148],"next":[151],"only":[154],"recent":[155],"processed":[158],"search":[160],"rules.":[164],"Keeping":[165],"small":[168],"can":[169],"save":[170],"processing":[172],"space":[176],"as":[177],"compared":[178],"batch":[180],"approaches.":[182]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T06:51:31.235846","created_date":"2025-10-10T00:00:00"}
