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The Nexus between the Machine Learning Techniques and Software Project Estimation

Md. Shelim Miah, Mahesh Babu Pasupuleti, Harshini Priya Adusumalli
2021 Global Disclosure of Economics and Business  
Our contribution also provides a broader viewpoint and context for future project risk management efforts.  ...  In conclusion, machine learning is more successful in reducing project failure probabilities, increasing output ratio for growth, and facilitating analysis on software fault prediction based on accuracy  ...  However, traditional risk-reduction strategies rely on human judgment and expertise, and risk assessments are redundant and costly for software projects.  ... 
doi:10.18034/gdeb.v10i1.627 fatcat:xwpaiuu7tjfl7gfcfb7mwuusyq

A Framework for Adopting Collaboration 2.0 Tools for Virtual Group Decision Making

Efraim Turban, Ting-Peng Liang, Shelly P. J. Wu
2010 Group Decision and Negotiation  
Specifically, we use a fit-viability model to help assessing whether social software fit a decision task and what organizational factors are important for such tools to be effective.  ...  These factors resulted in a proliferation of virtual team software support tools for decision making, the latest of which is social software (also known as collaboration 2.0), which includes tools such  ...  Acknowledgements This research was funded by the Project for Universities to Pursue Academic Excellence to National Sun Yat-Sen University from the Ministry of Education, Taiwan, ROC.  ... 
doi:10.1007/s10726-010-9215-5 fatcat:zdj2jfalenew3jelswkhoaedra

Eight lessons learned during COTS-based systems maintenance

D.J. Reifer, V.R. Basili, B.W. Boehm, B. Clark
2003 IEEE Software  
Based on presentations at the recent 2nd International Conference on COTS-Based Software Systems (ICCBSS 2003 Proceedings, Springer-Verlag) , risks inherent to COTS use are largeas are the potential returns  ...  for Empirically Based Software Engineering (CeBASE) efforts.  ... 
doi:10.1109/ms.2003.1231161 fatcat:6jjjg54xczalngx5c5zpvse5uy

$AV€ – Web System to Support the Teaching and Learning Process in Engineering Economics

José Donizetti de Lima, Márcio Bennemann, Luiz Fernando Puttow Southier, Dayse Regina Batistus, Gilson Adamczuk Oliveira
2017 Brazilian Journal of Operations & Production Management  
on the economic viability analysis of Investment Projects (IPs).  ...  This system, called $ΛV€ , allows the evaluation of a variety of IPs, both of didactic and entrepreneurial nature, in addition to providing auxiliary tools for autonomous knowledge construction.  ...  Project-Based Learning (PBL) The teaching methodology based on projects has, among its main proponents, John Dewey and William Heard Kilpatrick.  ... 
doi:10.14488/bjopm.2017.v14.n4.a4 fatcat:7mxhui7caneltnrviyn622pw7e

Strategies for the evaluation of electrification projects of public transportation by bus

Filipe Leonardo Cardoso Souza, André Soares Dantas
2020 Revista Produção e Desenvolvimento  
Purpose: This paper introduces a project evaluation strategy and risk mapping for electrification of public transportation.  ...  Research Implication: Based on the project evaluation strategy proposed is possible to reduce market or technology uncertainties, to anticipate and mitigate the identified risks to provide safer recommendations  ...  Based on these analyses, a structured assessment (risk matrix) was developed with the objective of subsidizing the risk mapping and management process for each city.  ... 
doi:10.32358/rpd.2020.v6.461 fatcat:inluafz2jjb5xcn4d5o2wdnqju

Risk Identification at the Interface between Business Case and Requirements [chapter]

David Callele, Birgit Penzenstadler, Krzysztof Wnuk
2013 Lecture Notes in Computer Science  
[Problem:] There is neither empirical evidence available from a post-mortem risk analysis for projects that performed adequate RE but commercially failed nor guidance for requirements engineers on validating  ...  [Principal idea:] By performing a post-mortem analysis of software development projects that failed to achieve commercial success, we investigate the root causes for the failures and, in most cases, trace  ...  Acknowledgements: The authors would like to thank Daniel Mendez for helpful feedback on an earlier version of this paper.  ... 
doi:10.1007/978-3-642-37422-7_18 fatcat:oac4cojmlfdlhfyqevoepmmnp4

Enterprise Social Networking: Opportunities, Adoption, and Risk Mitigation

Efraim Turban, Narasimha Bolloju, Ting-Peng Liang
2011 Journal of Organizational Computing and Electronic Commerce  
a huge knowledge base.  ...  Once a social networking project is considered to provide a good fit and to be organizationally viable, the firm needs to develop a good deployment strategy for its adoption based on our proposed process  ... 
doi:10.1080/10919392.2011.590109 fatcat:aceoqtcj2jbqpie76pjudhqwpi

Factors Influencing ERP Projects Success in the Vendor Selection Process

Luminita Hurbean
2006 Social Science Research Network  
Successful implementation of an ERP system is the result of knowledgeable and dedicated people working together.  ...  These primary criteria determine the probability of gaining significant return on investment (ROI) from an ERP system.  ...  Making a software selection decision based on insufficient knowledge of a vendor's implementation track record may result in a high-risk outcome.  ... 
doi:10.2139/ssrn.946746 fatcat:yr63o527u5evheduq26unsai6e

Risks and Risk Management in Software Architecture Evolution: An Industrial Survey

Odd Petter N. Slyngstad, Reidar Conradi, M. Ali Babar, Viktor Clerc, Hans van Vliet
2008 2008 15th Asia-Pacific Software Engineering Conference  
The effort that has been made to study risk management in the context of software architecture and its evolution, has so far focused on output from structured evaluations.  ...  Additionally, we found a direct link to business risks, as well as a relatively low level of awareness that lack of software architecture evaluation represents a potential risk.  ...  Furthermore, PR 3 shows a more direct link to Business Risks [24] (i.e. risks which influence software system viability) than was discovered in [19] .  ... 
doi:10.1109/apsec.2008.70 dblp:conf/apsec/SlyngstadCBCV08 fatcat:4j7throg3rgifavsfvaogdjpf4

A Tool for Managing Software Architecture Knowledge

Muhammad Ali Babar, Ian Gorton
2007 Second Workshop on Sharing and Reusing Architectural Knowledge - Architecture, Rationale, and Design Intent (SHARK/ADI'07: ICSE Workshops 2007)  
This paper describes a tool for managing architectural knowledge and rationale.  ...  The tool has been developed to support a framework for capturing and using architectural knowledge to improve the architecture process.  ...  The authors led the tool development project while working with National ICT, Australia.  ... 
doi:10.1109/shark-adi.2007.1 dblp:conf/icse/BabarG07a fatcat:p22nqmf2pjc4rfucam2ajroxqm

An architectural model for software testing lesson learned systems

Javier Andrade, Juan Ares, María-Aurora Martínez, Juan Pazos, Santiago Rodríguez, Julio Romera, Sonia Suárez
2013 Information and Software Technology  
Objective: We defend the use of a lesson learned system for software testing.  ...  One of the characteristics of software testing is that it has a large intellectual capital component and can thus benefit from the use of the experience gained from past projects.  ...  Prototype Features Based on the proposed architectural model defined in Section 4, we have designed and built a web-based software testing LL system prototype with the aim of evaluating the strengths  ... 
doi:10.1016/j.infsof.2012.03.003 fatcat:p2lko7fl5ra7hc76jadef67itm

Innovative Teaching Techniques for Entrepreneurship Education in the Era of Digitalisation

2020 WSEAS Transactions on Environment and Development  
The young generation makes extensive use of a wide range of software, so teaching with an auto-mated tool would be very attractive for students, but there is a need to increase teachers' digital skills  ...  the distance learning as evidenced by the crisis caused by COVID-19.The research is based on existing researches and comparative analysis of teaching entrepreneurship, statistical data analysis and survey  ...  Acknowledgements The paper is based on the research in BA School of Business and Finance Internal project Application of modern teaching methods in business studies in higher education.  ... 
doi:10.37394/232015.2020.16.75 fatcat:2dp5bsustnfnvhpld5ssc3dlau

RISK MANAGEMENT IN PRODUCT DEVELOPMENT: RISK IDENTIFICATION, ASSESSMENT, AND MITIGATION – A LITERATURE REVIEW

J. Oehmen, A. Guenther, J. W. Herrmann, J. Schulte, P. Willumsen
2020 Proceedings of the Design Society: DESIGN Conference  
Based on an expert workshop by the Risk Management Processes and Methods in Design Special Interest Group within the Design Society and literature review, three key areas are discussed: risk identification  ...  AbstractThis paper reviews the literature on risk management practices and methods in product design and development.  ...  Acknowledgements This paper began as a workshop sponsored by the Risk Management Processes and Methods in Design SIG at the 2017 International Conference on Engineering Design.  ... 
doi:10.1017/dsd.2020.27 fatcat:5yshdo2rmbdnrdt72liiwt66zy

Stockless organic farming: strengths and weaknesses evidenced by a multicriteria sustainability assessment model

Bruno Colomb, Matthieu Carof, Anne Aveline, Jacques-Eric Bergez
2012 Agronomy for Sustainable Development  
Tested case studies were based on 44 real cropping systems identified on 19 farms in the Midi-Pyrenees region of France and on 23 cropping system types developed by the advisers from the Centre, Ile-de-France  ...  Agronomists need methodologies to assess the sustainability of cropping systems. Few models such as MASC have been recently developed for evaluation.  ...  We are very grateful to the editorial team and the anonymous reviewers for their helpful comments on improving the paper.  ... 
doi:10.1007/s13593-012-0126-5 fatcat:v72porpxofconphf7xopm6ym6e

Dirty habits - a basis for developing sustainable productivity

A.P. Rhodes, A.D. Mackay, M.G. Lambert, M.K. Krausse, B.H. Willis, B. Withell
1999 Proceedings of the New Zealand Grassland Association  
LMUs provide the basis for evaluating the impact of current policies and management practice, generating ideas, evaluating risk, and developing options that are potentially more sustainable.  ...  A strong conclusion of the project was that farmers must have a comprehensive understanding of the soils and land resource of their farm.  ...  This project, based in Dannevirke, has the goal of upskilling the farmers and demonstrating an affordable process for defining LMUs.  ... 
doi:10.33584/jnzg.1999.61.2359 fatcat:562abhe6hjgivf3l5nxmfljp5a
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