An Analytical Approach for Decision-Making

Sakshi Aggarwal - Galgotias University, Gautam Buddh Nagar, Greater Noida, India
Shrddha Sagar - Galgotias University, Gautam Buddh Nagar, Greater Noida, India


Citation Format:



DOI: http://dx.doi.org/10.30630/joiv.2.3.123

Abstract


In this complex world, coping with daily problems is quite tedious. The more advancement in technology means more difficulties in decision-making process. Hence some analytical tools are needed to deal with improvement in decisions being made. A classic AHP model enables us to make efficient decision by reducing the complex issues. It takes multiple parameters into consideration. One of the area where decision-making is quite a tough job is Politics. Selection of the electoral party in any elections, be it Lok Sabha elections or Rajya Sabha elections, has been a matter of discussion for the voters as well as the media. The decisions are reflected when uncertainties are added in the opinions of the domain experts due to multiple parameters.  In this paper we have proposed a model for rectifying the uncertainties using multi criteria decision analysis and analytic hierarchy process (AHP).

Keywords


Data Analytics, Hadoop and MapReduce, Multi criteria decision analysis, AHP.

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References


EMC: Data Science and Big Data Analytics. In: EMC Education Services, pp: 1–508, 2012.

Economist Intelligence Unit: The Deciding Factor: Big Data & Decision Making. In: Capgemini Reports, pp: 1–24, 2012.

Adams, M.N.: Perspectives on Data Mining. In: International Journal of Market Research, vol 52, pp: 11–19, 2010.

http://hadoop.apache.org.

Thomas L. Saaty: How to make a decision- Analytic Hierarchy Process. In: European Journal of Operation Research, vol 48, pp: 9-26, 1990.

Chetan N. Gawali, Prof. Lemonisha I. Uikey: Evaluation of Pavement Performance Index Using Distress Parameter for Nagpur City. In: IJSTE, vol 3, pp: 40-43, 2017.

Suleiman A. Aljamel, Ibrahim A. Badi, Ali G. Shetwan: Using Analytical Hierarchy Process to Select the Best Power Generation Technology in Libya. In: IJEIT, vol 3, pp: 159-163, 2017.

A.V.S Prasad, Dr. Y. Raghunatha Reddy: An AHP Approach to Assess Hospital Websites.In: International Journal of Trend in Scientific Research and Development, vol 1, pp: 429- 434, 2017.

Kemal Ersayin, Sermin Tagil: Ecological Sensitivity and Risk Assessment in Kizilirmak Delta. In: Fresenius Environmental Bulletin, vol 26, pp: 6508-6516, 2017.

Peijia Ren, Zeshui Xu, Huchang Liao: Intuitionistic Multiplicative Analytic Hierarchy Process in Group Decision Making. In: ELSEVIER, vol 101, pp: 513-524, 2016.

Marlene Maria Guilherme Marques:An expert model approach to assess the potential of non- wood forest products for forest owners, U Lisboa , 2016.

Shirley Jin Lin CHUA, Azlan Shah ALI, Anuar Bin ALIAS: Implementation of AHP Decision-Making Framework for Building Maintenance Procurement Selection: Case Study Of Malaysian Public Universities. In: EKSPLOATACJA NIEZAWODNOSC, vol

, pp: 7- 18, 2015.

Soham Chakraborty, Shashwat Srivastava, Karishma Das: Application of AHP to Prioritize The Factors While Buying Smart Phones in India. In: IJATES, vol 3, pp: 218-228, 2015.

Katarzyna Nosal, Katarzyna Soleca: Application of AHP method for multi-criteria evaluation of variants of integration of urban public transport. In: ELSEVIER, vol 3, pp: 269-278, 2014.

Slavica Dozic, Milica Kalic An AHP approach to aircraft selection process. In: ELSEVIER, vol 3, pp: 165-174, 2014.

Mayuresh K Vaidya, Aditya Balande: Application of Analytical Hierarchy Process for Finding the Best Test Batsman. In: IJOART, vol 3, pp: 1-7, 2014.

YU-LING LU, IE-BIN LIAN, CHI-JUI LIEN: The Application of AHP for evaluating creative products in science class and its modifications for educational evaluation. In:IJOSME, vol 13, pp: S413-S435, 2013.

Chung-Ping Lee, Shi-Jer Lou, Ru- Chu Shih, Kuo-Hung Tseng: An AHP-Based Weighted Analysis of Network Knowledge Management Platforms for Elementary School Students.In: TOJET, vol 10, pp: 52-59, 2011.

E.O. Oyatoye, G.U. Okpokpo, G.A. Adekoya:An Application of AHP to Investment Portfolio Selection in the Banking Sector of the Nigerian Capital Market. In: Journal of Economics and International Finance, vol 2, pp: 321-335, 2010.

Sotiris Politis , Dr. Matthias Klumpp ,Dr. Dilay Celebi : Analytical Hierarchy Process in Supplier Evaluation. In: Grubbström, R.W./Hinterhuber, H.H. (eds.), vol 3, pp: 411-424, 2010.