The Concept of Data Mining and Knowledge Extraction Techniques
Keywords:Data Mining, Classification, Knowledge Extraction, Artificial Intelligence
Recent days, the concept of data mining and the need for it, its objectives and its uses in various fields, explain its procedures and tools, the type of data that is mined, and the structural structure of that data while simplifying the concept of databases, relational databases and the query language. Explain the benefits and uses of mining or mining data stored in specialized databases in various vital areas of society. Also, it is the process of analyzing data from different perspectives and discovering imbalances, patterns and correlations in data sets that are insightful and useful for predicting results that help you make a good decision. Let's bring back our mining example, when you plan to prospect for gold or any valuable minerals you first have to determine where you think the gold is to start digging. In the process of data mining we have the same concept. To mine data, you must first collect data from various sources, prepare it, and store it in one place, as nothing from data mining is related to the process of searching for the data itself. Currently, the company is storing data in what is called a Datawarehouse which we will talk about in a later stage in detail.
Amin, Mohammad Shafenoor, Yin Kia Chiam, and Kasturi Dewi Varathan. "Identification of significant features and data mining techniques in predicting heart disease." Telematics and Informatics 36 (2019): 82-93.
Alasadi, Suad A., and Wesam S. Bhaya. "Review of data preprocessing techniques in data mining." Journal of Engineering and Applied Sciences 12.16 (2017): 4102-4107.
Gorunescu, Florin. Data Mining: Concepts, models and techniques. Vol. 12. Springer Science & Business Media, 2011.
Han, Jiawei, Micheline Kamber, and Jian Pei. "Data mining concepts and techniques third edition." The Morgan Kaufmann Series in Data Management Systems 5.4 (2011): 83-124.
Rajman, Martin, and Romaric Besançon. "Text mining-knowledge extraction from unstructured textual data." Advances in data science and classification. Springer, Berlin, Heidelberg, 1998. 473-480. Available at: http://hdl.handle.net/11129/1734 .
Asaad, Renas Rajab. (2014). An Investigation of the Neuronal Dynamics Under Noisy Rate Functions. Thesis (M.S.), Eastern Mediterranean University, Institute of Graduate Studies and Research, Dept. of Computer Engineering, Famagusta: North Cyprus.
Asaad, R. R., Abdurahman, S. M., & Hani, A. A. (2017). Partial Image Encryption using RC4 Stream Cipher Approach and Embedded in an Image. Academic Journal of Nawroz University, 6(3), 40–45. https://doi.org/10.25007/ajnu.v6n3a76
Rajab Asaad, R., & Masoud Abdulhakim, R. (2021). The Concept of Data Mining and Knowledge Extraction Techniques. Qubahan Academic Journal, 1(2), 17–20. https://doi.org/10.48161/qaj.v1n2a43
Asaad, R. R., Ahmad, H. B., & Ali, R. I. (2020). A Review: Big Data Technologies with Hadoop Distributed Filesystem and Implementing M/R. Academic Journal of Nawroz University, 9(1), 25–33. https://doi.org/10.25007/ajnu.v9n1a530
Asaad, R. R. (2019). Güler and Linaro et al Model in an Investigation of the Neuronal Dynamics using noise Comparative Study. Academic Journal of Nawroz University, 8(3), 10–16. https://doi.org/10.25007/ajnu.v8n3a360
Asaad, R. R. (2021). Penetration Testing: Wireless Network Attacks Method on Kali Linux OS. Academic Journal of Nawroz University, 10(1), 7–12.
Almufti, S., Marqas, R., & Asaad, R. (2019). Comparative study between elephant herding optimization (EHO) and U-turning ant colony optimization (U-TACO) in solving symmetric traveling salesman problem (STSP). Journal Of Advanced Computer Science & Technology, 8(2), 32.
Asaad, R. R., & Abdulnabi, N. L. (2018). Using Local Searches Algorithms with Ant Colony Optimization for the Solution of TSP Problems. Academic Journal of Nawroz University, 7(3), 1–6.
Almufti, S., Asaad, R., & Salim, B. (2018). Review on elephant herding optimization algorithm performance in solving optimization problems. International Journal of Engineering & Technology, 7, 6109-6114.
Asaad, R. R., & Ali, R. I. (2019). Back Propagation Neural Network(BPNN) and Sigmoid Activation Function in Multi-Layer Networks. Academic Journal of Nawroz University, 8(4), 216–221.
Asaad, R. R., Abdulrahman, S. M., & Hani, A. A. (2017). Advanced Encryption Standard Enhancement with Output Feedback Block Mode Operation. Academic Journal of Nawroz University, 6(3), 1–10.
Abdulfattah, G. M., Ahmad, M. N., & Asaad, R. R. (2018). A reliable binarization method for offline signature system based on unique signer’s profile. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 14(2), 573-586.
Almufti, S. M., Ahmad, H. B., Marqas, R. B., & Asaad, R. R. (2021). Grey wolf optimizer: Overview, modifications and applications. International Research Journal of Science, Technology, Education,and Management, 1(1),1-1.
Asaad, R. R., Sulaiman, Z. A., & Abdulmajeed, S. S. (2019). Proposed System for Education Augmented Reality Self English Learning. Academic Journal of Nawroz University, 8(3), 27–32.
Asaad, R. R. (2020). Implementation of a Virus with Treatment and Protection Methods. ICONTECH INTERNATIONAL JOURNAL, 4(2), 28-34. https://doi.org/10.46291/ICONTECHvol4iss2pp28-34
Ihsan, R. R., Almufti, S. M., Ormani, B. M., Asaad, R. R., & Marqas, R. B. (2021). A survey on Cat Swarm Optimization algorithm. Asian J. Res. Comput. Sci, 10, 22-32.
Asaad, R. R., & Segerey, R. I. (2018). School Management Application Using iOS. Academic Journal of Nawroz University, 7(4), 38–44.
Asaad, R. R., Mustafa, R. F., & Hussien, S. I. (2020). Mortality Statistics and Cause of Death at Duhok City from The Period (2014-2019) Using R Language Data Analytics. Academic Journal of Nawroz University, 9(3), 1–7. https://doi.org/10.25007/ajnu.v9n3a699
Asaad, R. R. (2021). A Study on Instruction Formats on Computer Organization and Architecture. ICONTECH INTERNATIONAL JOURNAL, 5(2), 18-24.
Asaad, R. R. (2021). Virtual reality and augmented reality technologies: A closer look. Virtual reality, 1(2).
Asaad, R. R. A Review: Emotion Detection and Recognition with Implementation on Deep Learning/Neural Network.
Asaad, R. R., Saeed, V. A., & Abdulhakim, R. M. (2021). Smart Agent and it’s effect on Artificial Intelligence: A Review Study. ICONTECH INTERNATIONAL JOURNAL, 5(4), 1-9.
Asaad, R. R. A Asaad, R. R. A Review: Emotion Detection and Recognition with Implementation on Deep Learning/Neural Network.
How to Cite
Copyright (c) 2021 Qubahan Academic Journal
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.