{"id":"https://openalex.org/W2043055328","doi":"https://doi.org/10.1145/2701126.2701152","title":"A study of open-source data mining tools for forecasting","display_name":"A study of open-source data mining tools for forecasting","publication_year":2015,"publication_date":"2015-01-08","ids":{"openalex":"https://openalex.org/W2043055328","doi":"https://doi.org/10.1145/2701126.2701152","mag":"2043055328"},"language":"en","primary_location":{"id":"doi:10.1145/2701126.2701152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2701126.2701152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication","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/A5025838103","display_name":"Nurdatillah Hasim","orcid":"https://orcid.org/0000-0003-4785-8955"},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nurdatillah Hasim","raw_affiliation_strings":["Universiti Kuala Lumpur","Universiti Kuala Lumpur#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Kuala Lumpur","institution_ids":["https://openalex.org/I4528857"]},{"raw_affiliation_string":"Universiti Kuala Lumpur#TAB#","institution_ids":["https://openalex.org/I4528857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011573388","display_name":"Norhaidah Abu Haris","orcid":"https://orcid.org/0000-0002-1127-4758"},"institutions":[{"id":"https://openalex.org/I4528857","display_name":"University of Kuala Lumpur","ror":"https://ror.org/026wwrx19","country_code":"MY","type":"education","lineage":["https://openalex.org/I4528857"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Norhaidah Abu Haris","raw_affiliation_strings":["Universiti Kuala Lumpur","Universiti Kuala Lumpur#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universiti Kuala Lumpur","institution_ids":["https://openalex.org/I4528857"]},{"raw_affiliation_string":"Universiti Kuala Lumpur#TAB#","institution_ids":["https://openalex.org/I4528857"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4528857"],"apc_list":null,"apc_paid":null,"fwci":1.4481,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81642691,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.6776999831199646,"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":0.6776999831199646,"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/T14025","display_name":"Educational Technology and Assessment","score":0.5784000158309937,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.5382000207901001,"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":0.6283209919929504},{"id":"https://openalex.org/keywords/open-source","display_name":"Open source","score":0.6039986610412598},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3331427574157715},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3296641707420349},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.10750636458396912},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.09462028741836548}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6283209919929504},{"id":"https://openalex.org/C3018397939","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Open source","level":3,"score":0.6039986610412598},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3331427574157715},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3296641707420349},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.10750636458396912},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.09462028741836548}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2701126.2701152","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2701126.2701152","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th International Conference on Ubiquitous Information Management and Communication","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W23149702","https://openalex.org/W88598656","https://openalex.org/W1576253821","https://openalex.org/W1937068078","https://openalex.org/W2000190989","https://openalex.org/W2109545609","https://openalex.org/W2114690085","https://openalex.org/W2141551277","https://openalex.org/W2146713522","https://openalex.org/W2519250861","https://openalex.org/W2966207845"],"related_works":["https://openalex.org/W3038372211","https://openalex.org/W2348097614","https://openalex.org/W2484398920","https://openalex.org/W3209615427","https://openalex.org/W2380602769","https://openalex.org/W4235490100","https://openalex.org/W1582927120","https://openalex.org/W2347219288","https://openalex.org/W2922656120","https://openalex.org/W2354822586"],"abstract_inverted_index":{"This":[0],"paper":[1],"described":[2],"five":[3],"open-sources":[4],"Data":[5],"Mining":[6],"(DM)":[7],"tools":[8,24,38],"which":[9],"are":[10],"Weka,":[11],"RapidMiner,":[12],"KEEL,":[13],"Orange":[14],"and":[15,19,30,45,56],"Tanagra.":[16],"The":[17,32],"features":[18],"functionality":[20],"of":[21,49,67],"these":[22],"DM":[23,33,68],"can":[25,39,62],"be":[26,40,63],"benefited":[27],"by":[28],"educators":[29],"researchers.":[31],"algorithms":[34],"embedded":[35],"in":[36],"the":[37,50],"utilized":[41],"for":[42,53,65],"forecasting.":[43],"Weka":[44],"RapidMiner":[46],"have":[47],"most":[48,66],"desire":[51],"characteristic":[52],"a":[54],"fully-functional":[55],"flexible":[57],"platform":[58],"therefore":[59],"their":[60],"use":[61],"recommended":[64],"tasks.":[69]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
