{"id":"https://openalex.org/W2121729904","doi":"https://doi.org/10.1109/fuzzy.2011.6007509","title":"Linguistic summarization of long-term trends for understanding change in human behavior","display_name":"Linguistic summarization of long-term trends for understanding change in human behavior","publication_year":2011,"publication_date":"2011-06-01","ids":{"openalex":"https://openalex.org/W2121729904","doi":"https://doi.org/10.1109/fuzzy.2011.6007509","mag":"2121729904"},"language":"en","primary_location":{"id":"doi:10.1109/fuzzy.2011.6007509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5080338425","display_name":"M. Blanca Ros","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Mar\u00eda Ros","raw_affiliation_strings":["Computer Science and Artificial Intelligent, University of Granada, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligent, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109579259","display_name":"Manuel Pegalajar","orcid":null},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Manuel Pegalajar","raw_affiliation_strings":["Computer Science and Artificial Intelligent, University of Granada, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligent, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068686561","display_name":"Miguel Delgado\u2010Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-3838-2548"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Miguel Delgado","raw_affiliation_strings":["Computer Science and Artificial Intelligent, University of Granada, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligent, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084143284","display_name":"M.A. Vila","orcid":"https://orcid.org/0000-0002-2773-3306"},"institutions":[{"id":"https://openalex.org/I173304897","display_name":"Universidad de Granada","ror":"https://ror.org/04njjy449","country_code":"ES","type":"education","lineage":["https://openalex.org/I173304897"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Amparo Vila","raw_affiliation_strings":["Computer Science and Artificial Intelligent, University of Granada, Granada, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Artificial Intelligent, University of Granada, Granada, Spain","institution_ids":["https://openalex.org/I173304897"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076164452","display_name":"Derek T. Anderson","orcid":"https://orcid.org/0000-0003-4909-029X"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Derek T. Anderson","raw_affiliation_strings":["Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211 USA","Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211 USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018303984","display_name":"James M. Keller","orcid":"https://orcid.org/0000-0002-0306-7142"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"James M. Keller","raw_affiliation_strings":["Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211 USA","Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211 USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211, USA","institution_ids":["https://openalex.org/I76835614"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060329217","display_name":"Mihail Popescu","orcid":"https://orcid.org/0000-0002-6145-8096"},"institutions":[{"id":"https://openalex.org/I76835614","display_name":"University of Missouri","ror":"https://ror.org/02ymw8z06","country_code":"US","type":"education","lineage":["https://openalex.org/I76835614"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mihail Popescu","raw_affiliation_strings":["Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211 USA","Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211 USA","institution_ids":["https://openalex.org/I76835614"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of Missouri, Columbia, MO 65211, USA","institution_ids":["https://openalex.org/I76835614"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":42,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2080","last_page":"2087"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9980999827384949,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9980999827384949,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9966999888420105,"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"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9872000217437744,"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/automatic-summarization","display_name":"Automatic summarization","score":0.9330121278762817},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7292178273200989},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.592521071434021},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5738658905029297},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5013728141784668},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.48924875259399414},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4851716160774231},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44138777256011963},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41370266675949097},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.25066497921943665},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10699453949928284}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.9330121278762817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7292178273200989},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.592521071434021},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5738658905029297},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5013728141784668},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.48924875259399414},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4851716160774231},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44138777256011963},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41370266675949097},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.25066497921943665},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10699453949928284},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzzy.2011.6007509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzzy.2011.6007509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2011)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W49983796","https://openalex.org/W996183064","https://openalex.org/W1559765118","https://openalex.org/W1965943876","https://openalex.org/W1979921981","https://openalex.org/W1992601151","https://openalex.org/W2000671200","https://openalex.org/W2003637680","https://openalex.org/W2028191869","https://openalex.org/W2031391868","https://openalex.org/W2032279931","https://openalex.org/W2066129764","https://openalex.org/W2072069241","https://openalex.org/W2080271742","https://openalex.org/W2093995060","https://openalex.org/W2121269968","https://openalex.org/W2127495420","https://openalex.org/W2129503473","https://openalex.org/W2140460988","https://openalex.org/W2156923470","https://openalex.org/W2162016415","https://openalex.org/W2163703533","https://openalex.org/W2170938037","https://openalex.org/W2798084948","https://openalex.org/W4235169531","https://openalex.org/W6602071451","https://openalex.org/W6641871737"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W1517524280","https://openalex.org/W4323520239","https://openalex.org/W4389760904","https://openalex.org/W4306886878"],"abstract_inverted_index":{"In":[0,81],"this":[1,82],"paper,":[2],"we":[3,44,65],"propose":[4],"a":[5,41,70,95,113],"linguistic":[6,124],"summarization":[7,125],"procedure":[8],"for":[9,54],"describing":[10],"long-term":[11],"trends":[12],"of":[13,21,115,121],"change":[14,76],"in":[15,35,46,77,109],"human":[16],"behavior.":[17],"Our":[18],"objective":[19],"consists":[20],"defining":[22],"methods":[23],"that":[24,43,57,63,73],"provide":[25],"information":[26],"to":[27,68,111],"elders,":[28],"caregivers,":[29],"social":[30,98],"workers":[31],"or":[32],"even":[33],"family":[34],"an":[36],"understandable":[37],"language.":[38],"We":[39],"adapt":[40],"measure":[42],"defined":[45],"previous":[47],"work":[48],"on":[49,94],"soft":[50],"cluster":[51],"partition":[52],"similarity":[53],"comparing":[55],"behaviors":[56],"are":[58,66],"adapted":[59],"over":[60,79],"time.":[61,80],"From":[62],"measure,":[64],"able":[67],"produce":[69],"time":[71,86,102],"series":[72,87],"numerically":[74],"describes":[75],"behavior":[78,106],"article,":[83],"the":[84,119,122],"resulting":[85],"is":[88,107,127],"partitioned":[89],"and":[90,118],"linguistically":[91],"summarized":[92],"depending":[93],"user's":[96],"(caregiver,":[97],"worker,":[99],"etc.)":[100],"desired":[101],"resolution.":[103],"Simulated":[104],"resident":[105],"used":[108],"order":[110],"explore":[112],"range":[114],"different":[116],"scenarios":[117],"response":[120],"proposed":[123],"process":[126],"investigated.":[128]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":6}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
