Trust Prediction: Use of Decision Tree in Training & Evaluation
Archana B Saxena1, Deepti Sharma2, Deepshikha Aggarwal3
1Dr. Archana B Saxena*, Professor, Department of Information Technology, Jagan Institute of Management Studies, New Delhi, India.
2Dr. Deepti Sharma, Associate Professor, Department of Information Technology, Jagan Institute of Management Studies, New Delhi, India.
3Dr. Deepshikha Aggarwal, Professor, Department of Information Technology, Jagan Institute of Management Studies, New Delhi, India.
Manuscript received on January 31, 2022. | Revised Manuscript received on February 05, 2022. | Manuscript published on March 30, 2022. | PP: 19-23 | Volume-11, Issue-4, March 2022 | Retrieval Number: 100.1/ijitee.C97830311422 | DOI: 10.35940/ijitee.C9783.0311422
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: The growth of Cloud Computing is the outcome of numerous benefits associated with this technology. Like: Reduce Energy consumption, waste & carbon emission and affluence & Comfort of its working apparatus. At the same point of time its security concern is making vibrations in the research Community and regulating organizations to find the means of making it a secure and reliable stream where consumers’ interests are ensured & protected. More uncertainty arises in this sector, when data theft cases are cracked up and consumers have compromised some confidential details due to intentional or unintentional action of Cloud providers. It leads the need of Trust evaluation of the provider. This trust evaluation should be in the quantitative terms and completed before selection & registration with the provider for cloud services. This paper is using predictive modeling technique to predict the trust level of the provider. Classification, a supervised Machine Learning technique that uses certification attainment status of the provider to predict its trust level.
Keywords: Prediction, Classification, Decision Tree, Trust Prediction, Cloud, Cloud Provider, Machine Learning Algorithm.
Scope of the Article: Classification