{"id":"https://openalex.org/W2897673923","doi":"https://doi.org/10.1145/3207677.3277974","title":"An Original Data Understanding Process","display_name":"An Original Data Understanding Process","publication_year":2018,"publication_date":"2018-10-18","ids":{"openalex":"https://openalex.org/W2897673923","doi":"https://doi.org/10.1145/3207677.3277974","mag":"2897673923"},"language":"en","primary_location":{"id":"doi:10.1145/3207677.3277974","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3207677.3277974","pdf_url":null,"source":{"id":"https://openalex.org/S4306523741","display_name":"Proceedings of the 2nd International Conference on Computer Science and Application Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computer Science and Application Engineering","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/A5030888908","display_name":"Wenjun Quan","orcid":null},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wenjun Quan","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100763993","display_name":"Qing Zhou","orcid":"https://orcid.org/0000-0001-7712-6910"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Zhou","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057592591","display_name":"Hai Nan","orcid":"https://orcid.org/0000-0001-5114-9348"},"institutions":[{"id":"https://openalex.org/I50632499","display_name":"Chongqing University of Technology","ror":"https://ror.org/04vgbd477","country_code":"CN","type":"education","lineage":["https://openalex.org/I50632499"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hai Nan","raw_affiliation_strings":["Chongqing Institute of Engineering, Chongqing, China and Chongqing University of Technology, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"Chongqing Institute of Engineering, Chongqing, China and Chongqing University of Technology, Chongqing, China","institution_ids":["https://openalex.org/I50632499"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101705933","display_name":"Ping Wang","orcid":"https://orcid.org/0000-0003-2854-5566"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Wang","raw_affiliation_strings":["College of Foreign Languages and Cultures, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"College of Foreign Languages and Cultures, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030888908"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":0.1204,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.46027502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.996399998664856,"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":0.996399998664856,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9958000183105469,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9955000281333923,"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":0.7581163048744202},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6756231188774109},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.6115661859512329},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6097865104675293},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5815678834915161},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5208083391189575},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.49970412254333496},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.41957154870033264},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.20210406184196472},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.16751274466514587}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7581163048744202},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6756231188774109},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.6115661859512329},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6097865104675293},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5815678834915161},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5208083391189575},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.49970412254333496},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.41957154870033264},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.20210406184196472},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.16751274466514587},{"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:10.1145/3207677.3277974","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3207677.3277974","pdf_url":null,"source":{"id":"https://openalex.org/S4306523741","display_name":"Proceedings of the 2nd International Conference on Computer Science and Application Engineering","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd International Conference on Computer Science and Application Engineering","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1580501172","https://openalex.org/W1948764664","https://openalex.org/W2165835468","https://openalex.org/W2287240295","https://openalex.org/W2548322291","https://openalex.org/W4255499827"],"related_works":["https://openalex.org/W2013728941","https://openalex.org/W4225274103","https://openalex.org/W2579659702","https://openalex.org/W2154046714","https://openalex.org/W1965329638","https://openalex.org/W2189613078","https://openalex.org/W2923661510","https://openalex.org/W1574055964","https://openalex.org/W2542318691","https://openalex.org/W3160708108"],"abstract_inverted_index":{"The":[0,24,105],"data":[1,7,16,18,28,68,102,111],"mining1":[2],"standard":[3],"process":[4,66,113],"divides":[5],"a":[6,64],"mining":[8],"project":[9],"into":[10,100],"six":[11],"phases,":[12],"i.e.":[13],"business":[14],"understanding,":[15,17,69],"preparation,":[19],"modeling,":[20],"evaluation":[21],"and":[22,70,97],"deployment.":[23],"goal":[25],"of":[26,74],"the":[27,34,58,81,87,94,101,110],"understanding":[29,103,112],"phase":[30],"is":[31,118],"to":[32,56,77,92],"understand":[33,57,80],"original":[35,59],"data.":[36,60,82],"At":[37],"present,":[38],"there":[39],"are":[40,53],"relatively":[41],"few":[42],"studies":[43],"on":[44],"this":[45,116],"phase.":[46],"In":[47,83],"practical":[48],"applications,":[49],"some":[50],"visualization":[51,75],"methods":[52],"usually":[54],"used":[55],"Therefore,":[61],"we":[62,85],"propose":[63],"systematic":[65],"for":[67],"make":[71],"full":[72],"use":[73],"technology":[76],"help":[78],"users":[79],"addition,":[84],"revise":[86],"DP":[88],"(Density":[89],"Peaks)":[90],"algorithm":[91],"identify":[93],"high-density":[95],"region,":[96],"integrate":[98],"it":[99],"process.":[104],"experimental":[106],"results":[107],"show":[108],"that":[109],"proposed":[114],"in":[115],"paper":[117],"effective.":[119]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}