Trustworthy artificial intelligence: A decision‐making taxonomy of potential challenges DOI Creative Commons
Muhammad Azeem Akbar, Arif Ali Khan, Sajjad Mahmood

et al.

Software Practice and Experience, Journal Year: 2023, Volume and Issue: 54(9), P. 1621 - 1650

Published: May 31, 2023

Abstract The significance of artificial intelligence (AI) trustworthiness lies in its potential impacts on society. AI revolutionizes various industries and improves social life, but it also brings ethical harm. However, the challenging factors are still being debated. This research explores their priorities to be considered software process improvement (SPI) manifesto for developing a trustworthy system. multivocal literature review (MLR) questionnaire‐based survey approaches used identify from state‐of‐the‐art industry. Prioritization based taxonomy challenges is developed, which reveals that lack responsible accountable leaders, ethics audits, moral deskilling & debility, inclusivity multistakeholder governance, scale training programs sensitize workforce issues top‐ranked SPI manifesto. study's findings suggest revising AI‐based development techniques strategies, particularly focusing trustworthiness. In addition, results this study encourage further support quality assessment ethics‐aware systems.

Language: Английский

Quantum computing challenges in the software industry. A fuzzy AHP-based approach DOI Creative Commons
Usama Awan, Lea Hannola, Anushree Tandon

et al.

Information and Software Technology, Journal Year: 2022, Volume and Issue: 147, P. 106896 - 106896

Published: Feb. 24, 2022

The current technology revolution has posed unexpected challenges for the software industry. In recent years, field of quantum computing (QC) technologies continued to grow in influence and maturity, it is now poised revolutionise engineering. However, evaluation prioritisation QC industry remain unexplored, relatively under-identified fragmented. purpose this study identify, examine prioritise most critical by implementing a fuzzy analytic hierarchy process (F-AHP). First, identify key challenges, we conducted systematic literature review drawing data from four relevant digital libraries supplementing these efforts with forward backward snowballing search. Second, followed F-AHP approach evaluate rank identified or barriers. results show that barriers adoption are lack technical expertise, information accuracy organisational interest adopting new process. Another barrier standards secure communication techniques QC. By applying F-AHP, institutional as highest second global weight ranked categories among main facing We observed highest-ranked local resources design initiative while significant barrier. Our findings, which entail implications both academicians practitioners, reveal emergent nature research increasing need interdisciplinary address challenges.

Language: Английский

Citations

92

Investigating the COVID-19 pandemic’s impact on sustainable supplier selection in the Nigerian manufacturing sector DOI Open Access
Ifeyinwa Juliet Orji, Frank Ojadi

Computers & Industrial Engineering, Journal Year: 2021, Volume and Issue: 160, P. 107588 - 107588

Published: July 30, 2021

Language: Английский

Citations

60

The nexus between e-commerce adoption in a health pandemic and firm performance: The role of pandemic response strategies DOI
Ifeyinwa Juliet Orji, Frank Ojadi,

Ukoha Kalu Okwara

et al.

Journal of Business Research, Journal Year: 2022, Volume and Issue: 145, P. 616 - 635

Published: March 21, 2022

Language: Английский

Citations

57

Barriers and strategies for sustainable manufacturing implementation in SMEs: A hybrid fuzzy AHP-TOPSIS framework DOI Creative Commons
Ahmad Saifizul Abdullah,

Shantanu Saraswat,

Faisal Talib

et al.

Sustainable Manufacturing and Service Economics, Journal Year: 2023, Volume and Issue: 2, P. 100012 - 100012

Published: March 29, 2023

Due to growing sustainability challenges, small and medium-sized enterprises (SMEs) are under tremendous pressure implement sustainable practices in their operations. Studies this regard show that almost all cases, transition from a traditional approach manufacturing is not at smooth experience as it fraught with pitfalls on several counts the implementation stage. Therefore, analyzing probable barriers implementing right set of strategies duly addressing them becomes utmost crucial successfully practices. The study particularly aims identifying prioritizing such overcome very phase. identified some twenty one odd through an extensive literature review expert opinions classified into four categories. In same way, nine specific were address comprehensive review. An Integrated Fuzzy Analytical Hierarchy Process-Fuzzy Technique for Order Preference by Similarity Ideal Solution (FAHP-FTOPSIS) has been used further prioritize Indian SMEs. result depicts that, “Ineffective enforcement law (B22)”, “Complexity 6Rs (B17)”, controlling monitoring system (B24)”, “Need standardized carbon auditing (B15)” “Heavy dependence fossil fuels (B14)” top five hamper whereas, out proposed “Implementation lean green techniques (S2)” “Establishment benchmark performance measuring systems (S6)” found be two most important should employed eliminate barriers. findings provide strategic insights guiding decision-makers practitioners SMEs regards implementation. Besides, also assists managers way providing hierarchical list ranked order effectiveness potentially

Language: Английский

Citations

28

Genetic algorithm based probabilistic model for agile project success in global software development DOI
Mohammad Shameem, Mohammad Nadeem, Abu Taha Zamani

et al.

Applied Soft Computing, Journal Year: 2023, Volume and Issue: 135, P. 109998 - 109998

Published: Jan. 14, 2023

Language: Английский

Citations

19

Multi-criteria decision analysis for wind power plant location selection based on fuzzy AHP and geographic information systems DOI
Hasan Eroğlu

Environment Development and Sustainability, Journal Year: 2021, Volume and Issue: 23(12), P. 18278 - 18310

Published: April 26, 2021

Language: Английский

Citations

35

Valuating requirements arguments in the online user's forum for requirements decision‐making: The CrowdRE‐VArg framework DOI
Javed Ali Khan, Affan Yasin, Rubia Fatima

et al.

Software Practice and Experience, Journal Year: 2022, Volume and Issue: 52(12), P. 2537 - 2573

Published: Aug. 14, 2022

Abstract User forums enable a large population of crowd‐users to publicly share their experience, useful thoughts, and concerns about the software applications in form user reviews. Recent research studies have revealed that end‐user reviews contain rich pivotal sources information for vendors developers can help undertake evolution maintenance tasks. However, such user‐generated is often fragmented, with multiple viewpoints from various stakeholders involved ongoing discussions Reddit forum. In this article, we proposed crowd‐based requirements engineering by valuation argumentation (CrowdRE‐VArg) approach analyzes end‐users discussion forum identifies conflict‐free new features, design alternatives, or issues, reach rationale‐based decision gradually valuating relative strength supporting attacking arguments. The helps negotiate conflict over features issues between different on run finding settlement satisfies using theory. For purpose, adopted bipolar gradual framework, extended abstract framework framework. automated CrowdRE‐VArg illustrated through sample conversation topic Google Map mobile application. Finally, applied natural language processing machine learning algorithms support execution approach. results demonstrate works as proof‐of‐concept automatically prioritized requirements‐related engineers.

Language: Английский

Citations

25

Evaluation of Ergonomics-Related Disorders in Online Education Using Fuzzy AHP DOI Creative Commons
Hemant Upadhyay,

Sapna Juneja,

Abhinav Juneja

et al.

Computational Intelligence and Neuroscience, Journal Year: 2021, Volume and Issue: 2021(1)

Published: Jan. 1, 2021

The aim of the presented work is to analyze ergonomics‐related disorders in online education using fuzzy AHP approach. A group dialogue with academicians, students, biotechnologists, and sedentary computer users has been performed spot education. Totally eight have identified, weight each disorder computed triangle‐shaped numbers pairwise comparison. Furthermore, are kept four major categories such as afflictive disorders, specific psychosocial chronic disorders. These evaluated compared analytical hierarchical process methodology get ranked terms priorities. results may be instrumental for taking appropriate corrective actions prevent

Language: Английский

Citations

32

Factor Prioritization for Effectively Implementing DevOps in Software Development Organizations: A SWOT-AHP Approach DOI Creative Commons
Noor Noorani, Abu Taha Zamani, Mamdouh Alenezi

et al.

Axioms, Journal Year: 2022, Volume and Issue: 11(10), P. 498 - 498

Published: Sept. 23, 2022

DevOps (development and operations) is a collective multidisciplinary organizational effort used by many software development organizations to build high-quality on schedule within budget. Implementing challenging implement in organizations. The literature far away from providing guideline for effectively implementing This study conducted with the aim develop readiness model investigating DevOps-related factors that could positively or negatively impact activities industry. identified are further categorized based internal external aspects of organization, using SWOT (strengths, weaknesses, opportunities, threats) framework. research work three different phases: (1) factors, (2) categorizing framework, finally, (3) developing an analytic hierarchy process (AHP)-based use findings would provide proposed framework roadmap industry evaluate improve their implementation approaches process.

Language: Английский

Citations

20

Is it worth adopting DevOps practices in Global Software Engineering? Possible challenges and benefits DOI Creative Commons
Rubén Grande, Aurora Vizcaíno, Félix García

et al.

Computer Standards & Interfaces, Journal Year: 2023, Volume and Issue: 87, P. 103767 - 103767

Published: June 12, 2023

The software industry is adopting the DevOps paradigm to an increasingly frequent extent. In addition, trend of developing in a distributed manner greatly increased as result COVID-19 pandemic, which forced team members from companies work remotely. We present results Systematic Mapping Study (SMS) how has been applied and global settings that adopts Global Software Development (GSD). were obtained analysing 27 papers. main conclusions after carrying our SMS show such by implementing certain practices brings several advantages companies, even though there are difficulties be confronted when contexts. Moreover, we (1) proposed definition settings, (2) mapped challenges detected with list well-known GSD risks (3) benefits can applying identified should overcame obtain benefits.

Language: Английский

Citations

12