Data mining: a literature review

被引:6
作者
Galvao, Noemi Dreyer [1 ,2 ]
Marin, Heimar de Fatima [3 ]
机构
[1] Univ Sao Paulo, UNIFESP, Dept Enfermagem, Programa Pos Grad, Sao Paulo, Brazil
[2] Tecn Secretaria Estado Saude Mato Grosso MT, Cuiaba, Brazil
[3] Univ Fed Sao Paulo, Sao Paulo, Brazil
关键词
Information storage and retrieval/methods; Pattern recognition; automated/methods; Knowledge bases Medical Informatics; INFORMATION;
D O I
10.1590/S0103-21002009000500014
中图分类号
R47 [护理学];
学科分类号
1011 ;
摘要
The purpose of this study was to conduct a literature review on data mining (DM) technique in the LILACS and SciELO databases and specialized books. A broad data literature search using the words data mining (in English) and/or "mineracao de dados" (in Portuguese) and limited to Publications between 1999 and 2008, Was Conducted. The exclusion criteria were the keywords mining industry, mines, mineralogy, and publications that did not describe the method., and the tasks related to data mining. Of 123 publications retrieved,, 38 were selected to review. Findings suggest that the existent amount of stored data is titanic and it, continue to increase considerably. Thus, the process of knowledge discovery in databases and DM have developed tasks and methods For the retrieval of useful knowledge that may, be of interest and necessary for just-in-time decision making in different areas of knowledge.
引用
收藏
页码:686 / 690
页数:5
相关论文
共 50 条
[31]   Equilibrium Data Mining and Data Abundance [J].
Dugast, Jerome ;
Foucault, Thierry .
JOURNAL OF FINANCE, 2025, 80 (01) :211-258
[32]   Mining atmospheric data [J].
Djeraba, Chaabane ;
Riedi, Jerome .
2021 INTERNATIONAL CONFERENCE ON CONTENT-BASED MULTIMEDIA INDEXING (CBMI), 2021, :101-105
[33]   Beyond technology in smart cities: a multivocal literature review on data governance [J].
Kvalvik, Petter ;
Sanchez-Gordon, Mary ;
Colomo-Palacios, Ricardo .
ASLIB JOURNAL OF INFORMATION MANAGEMENT, 2023, 75 (06) :1235-1252
[34]   A Literature Review on Caching Transient Contents in Vehicular Named Data Networking [J].
Amadeo, Marica .
TELECOM, 2021, 2 (01) :75-92
[35]   Data-driven personal thermal comfort prediction: A literature review [J].
Feng, Yanxiao ;
Liu, Shichao ;
Wang, Julian ;
Yang, Jing ;
Jao, Ying-Ling ;
Wang, Nan .
RENEWABLE & SUSTAINABLE ENERGY REVIEWS, 2022, 161
[36]   Challenges and Solutions in Qualitative Big Data Research: A Methodological Literature Review [J].
Suvivuo, Sampsa ;
Tuunainen, Virpi K. .
COMMUNICATIONS OF THE ASSOCIATION FOR INFORMATION SYSTEMS, 2024, 55 :37-76
[37]   Intra-City Traffic Data Visualization: A Systematic Literature Review [J].
Clarinval, Antoine ;
Dumas, Bruno .
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 23 (07) :6298-6315
[38]   A systematic literature review of machine learning in online personal health data [J].
Yin, Zhijun ;
Sulieman, Lina M. ;
Malin, Bradley A. .
JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION, 2019, 26 (06) :561-576
[39]   Big data analytics in supply chain management: a systematic literature review [J].
Albqowr, Ahmad ;
Alsharairi, Malek ;
Alsoussi, Abdelrahim .
VINE JOURNAL OF INFORMATION AND KNOWLEDGE MANAGEMENT SYSTEMS, 2024, 54 (03) :657-682
[40]   Applications of high-frequency data in finance: A bibliometric literature review [J].
Hussain, Syed Mujahid ;
Ahmad, Nisar ;
Ahmed, Sheraz .
INTERNATIONAL REVIEW OF FINANCIAL ANALYSIS, 2023, 89