Multicriteria decision making taxonomy of code recommendation system challenges: a fuzzy-AHP analysis

نویسندگان

چکیده

Abstract The recommendation systems plays an important role in today’s life as it assist reliable selection of common utilities. code system is being used by the databases (GitHub, source frog etc.) aiming to recommend more appropriate users. There are several factors that could negatively impact performance (CRS). This study aims empirically explore challenges have critical on CRS. Using systematic literature review and questionnaire survey approaches, 19 were identified. Secondly, investigated further prioritized using fuzzy-AHP analysis. identification challenges, their categorization analysis provides prioritization-based taxonomy explored challenges. findings will real-world industry experts academic researchers improve develop new techniques for improvement

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Multicriteria decision making using fuzzy quantifiers

Many financial decisions involve a need to satisfy multiple criteria (goals). This situation becomes particularly apparent in problems of investment allocation where we are faced with the problem of selecting from a collection of alternative investment packages one that meets our subjective goals such as growth, security and a reasonable return on investment. Another closely related problem, on...

متن کامل

Fuzzy Systems for Multicriteria Decision Making

One of the techniques used to support decisions in uncertain environments is the Fuzzy TOPSIS method. However, from crisp data, this method considers only one fuzzy set in their analysis, besides being a strictly mathematical optimization technique. This article proposes extensions to the original Fuzzy TOPSIS, exploring two distinct versions: to increase the method with the necessary resources...

متن کامل

Multicriteria Decision Making Based on Fuzzy Relations

The considered models describe multicriteria decision making when the information provided from different criteria is given as fuzzy relations. These models differ according to the kind of the criteria weights and the aggregation procedures to fuse the fuzzy relations. The properties of aggregated fuzzy relation required to decide some multicriteria problem is discussed.

متن کامل

Risk and confidence analysis for fuzzy multicriteria decision making

Recent research has recognised that multicriteria decision making (MCDM) should take account of uncertainty, risk and confidence. This paper takes this research forward by using linguistic variables and triangular fuzzy numbers to model the decision maker’s (DM) risk and confidence attitudes in order to define a more complete MCDM solution. To illustrate the computation process and demonstrate ...

متن کامل

Fuzzy AHP-based multicriteria decision making systems using particle swarm optimization

This paper presents a fuzzy optimization model to solve multicriteria decision making (MCDM) systems based on a fuzzy analytic hierarchy process (fuzzy AHP). To deal with the imprecise judgments of decision makers, a fuzzy AHP decision making model is proposed as an evaluation tool, where the expert’s comparison judgments are translated into fuzzy numbers. Unlike the conventional fuzzy AHP meth...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Information Technology & Management

سال: 2022

ISSN: ['1385-951X', '1573-7667']

DOI: https://doi.org/10.1007/s10799-021-00355-3