{"id":"https://openalex.org/W1985564249","doi":"https://doi.org/10.1109/conielecomp.2014.6808599","title":"An approach to visualize unorganized collections of documents","display_name":"An approach to visualize unorganized collections of documents","publication_year":2014,"publication_date":"2014-02-01","ids":{"openalex":"https://openalex.org/W1985564249","doi":"https://doi.org/10.1109/conielecomp.2014.6808599","mag":"1985564249"},"language":"en","primary_location":{"id":"doi:10.1109/conielecomp.2014.6808599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/conielecomp.2014.6808599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Electronics, Communications and Computers (CONIELECOMP)","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/A5079767496","display_name":"De T.","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125856","display_name":"Universidad Polit\u00e9cnica de Puebla","ror":"https://ror.org/02a3pzh97","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210125856"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"D. Karina Trejo T.","raw_affiliation_strings":["Laboratorio de Percepci\u00f3n por Computadora, Universidad Polit\u00e9cnica de Puebla, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Percepci\u00f3n por Computadora, Universidad Polit\u00e9cnica de Puebla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I4210125856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111576151","display_name":"Ma. Auxilio Medina N.","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125856","display_name":"Universidad Polit\u00e9cnica de Puebla","ror":"https://ror.org/02a3pzh97","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210125856"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ma. Auxilio Medina N.","raw_affiliation_strings":["Laboratorio de Percepci\u00f3n por Computadora, Universidad Polit\u00e9cnica de Puebla, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Percepci\u00f3n por Computadora, Universidad Polit\u00e9cnica de Puebla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I4210125856"]}]},{"author_position":"middle","author":{"id":null,"display_name":"M. Jorge de la Calleja","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125856","display_name":"Universidad Polit\u00e9cnica de Puebla","ror":"https://ror.org/02a3pzh97","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210125856"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"M. Jorge de la Calleja","raw_affiliation_strings":["Laboratorio de Percepci\u00f3n por Computadora, Universidad Polit\u00e9cnica de Puebla, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Percepci\u00f3n por Computadora, Universidad Polit\u00e9cnica de Puebla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I4210125856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025299563","display_name":"Erika A. Martinez M.","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125856","display_name":"Universidad Polit\u00e9cnica de Puebla","ror":"https://ror.org/02a3pzh97","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210125856"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Erika A. Martinez M.","raw_affiliation_strings":["Laboratorio de Percepci\u00f3n por Computadora, Universidad Polit\u00e9cnica de Puebla, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Laboratorio de Percepci\u00f3n por Computadora, Universidad Polit\u00e9cnica de Puebla, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I4210125856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022943870","display_name":"J. Alfredo S\u00e1nchez","orcid":"https://orcid.org/0000-0001-7728-7087"},"institutions":[{"id":"https://openalex.org/I69181431","display_name":"Universidad de las Am\u00e9ricas Puebla","ror":"https://ror.org/01s1km724","country_code":"MX","type":"education","lineage":["https://openalex.org/I69181431"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"J. Alfredo Sanchez","raw_affiliation_strings":["Laboratory of Interactive and Cooperative Technologies, Universidad de las Am\u00e9ricas Puebla, San Andr\u00e9s Cholula, Puebla, M\u00e9xico"],"affiliations":[{"raw_affiliation_string":"Laboratory of Interactive and Cooperative Technologies, Universidad de las Am\u00e9ricas Puebla, San Andr\u00e9s Cholula, Puebla, M\u00e9xico","institution_ids":["https://openalex.org/I69181431"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5079767496"],"corresponding_institution_ids":["https://openalex.org/I4210125856"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.06329548,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"248","last_page":"255"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10799","display_name":"Data Visualization and Analytics","score":0.9307000041007996,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.9258999824523926,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9111999869346619,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8386965394020081},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7271711230278015},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.6463198065757751},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.6115174293518066},{"id":"https://openalex.org/keywords/digital-library","display_name":"Digital library","score":0.5994434356689453},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5474416017532349},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.49409201741218567},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1893339455127716}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8386965394020081},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7271711230278015},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.6463198065757751},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.6115174293518066},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.5994434356689453},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5474416017532349},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.49409201741218567},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1893339455127716},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/conielecomp.2014.6808599","is_oa":false,"landing_page_url":"https://doi.org/10.1109/conielecomp.2014.6808599","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 International Conference on Electronics, Communications and Computers (CONIELECOMP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.5899999737739563,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":1,"referenced_works":["https://openalex.org/W4249619008"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W2077542787","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W2070401501","https://openalex.org/W2121496884","https://openalex.org/W2387910809"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,17,44,60],"support":[3],"search":[4],"and":[5,31,39,77],"retrieval":[6],"of":[7,25,73,81,84],"documents":[8],"in":[9,37,54],"digital":[10],"libraries,":[11],"this":[12],"paper":[13],"proposes":[14],"an":[15],"approach":[16],"visualize":[18],"unorganized":[19],"collections":[20],"based":[21],"on":[22],"the":[23,70,74,82],"results":[24,80],"two":[26],"clustering":[27],"algorithms":[28,34],"namely":[29],"k-means":[30],"COBWEB.":[32],"These":[33],"are":[35],"implemented":[36],"Weka":[38,64],"they":[40],"were":[41],"chosen":[42],"experimentally":[43],"produce":[45],"a":[46,55],"structure":[47],"that":[48],"can":[49,65],"be":[50,61],"explored":[51],"by":[52],"users":[53],"3D":[56],"interface.":[57],"Documents":[58],"need":[59],"processed":[62],"before":[63],"use":[66],"them.":[67],"We":[68],"describe":[69],"main":[71],"components":[72],"proposed":[75],"interface":[76],"show":[78],"preliminary":[79],"application":[83],"those":[85],"algorithms.":[86]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}