Recommender Systems for Software Project Managers

被引:1
|
作者
Wei, Liang [1 ]
Capretz, Luiz Fernando [2 ]
机构
[1] Precima Inc, Toronto, ON, Canada
[2] Western Univ, Dept Elect & Comp Engn, London, ON, Canada
关键词
Recommender Engine; Recommendation System; Recommendation System in Software Engineering; RSSE; Project Management;
D O I
10.1145/3463274.3463951
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
The design of recommendation systems is based on complex information processing and big data interaction. This personalized view has evolved into a hot area in the past decade, where applications might have been proved to help for solving problem in the software development field. Therefore, with the evolvement of Recommendation System in Software Engineering (RSSE), the coordination of software projects with their stakeholders is improving. This experiment examines four open source recommender systems and implemented a customized recommender engine with two industrial-oriented packages: Lenskit and Mahout. Each of the main functions was examined and issues were identified during the experiment.
引用
收藏
页码:412 / 417
页数:6
相关论文
共 50 条
  • [21] The Design and Evaluation of Performance Indexes of Project Managers in Software Enterprises
    Zhao Jixin
    Wang Tao
    PROCEEDINGS OF THE THIRD INTERNATIONAL SYMPOSIUM ON REGIONAL MANAGEMENT SCIENCE AND ENGINEERING, 2011, : 322 - 328
  • [22] Classification of Software Project Risk Managers: Established on Roles and Responsibilities
    Janjua, Uzair Iqbal
    Oxley, Alan
    Bin Jaafar, Jafreezal
    2014 INTERNATIONAL CONFERENCE ON COMPUTER AND INFORMATION SCIENCES (ICCOINS), 2014,
  • [23] Key Competences of Information Systems Project Managers
    Varajao, Joao
    Silva, Helio
    Pejic-Bach, Mirjana
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY PROJECT MANAGEMENT, 2019, 10 (03) : 73 - 90
  • [24] Software Project Managers under the Team Software Process: A Study of Competences Based on Literature
    Ruano-Mayoral, Marcos
    Colomo-Palacios, Ricardo
    Garca-Crespo, Angel
    Miguel Gomez-Berbis, Juan
    INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY PROJECT MANAGEMENT, 2010, 1 (01) : 42 - 53
  • [25] Project Managers' Practical Intelligence and Project Performance in Software Offshore Outsourcing: A Field Study
    Langer, Nishtha
    Slaughter, Sandra A.
    Mukhopadhyay, Tridas
    INFORMATION SYSTEMS RESEARCH, 2014, 25 (02) : 364 - 384
  • [26] Recommender system for software project planning one application of revised CBR algorithm
    Yang, Heng-Li
    Wang, Cheng-Su
    EXPERT SYSTEMS WITH APPLICATIONS, 2009, 36 (05) : 8938 - 8945
  • [27] Soft skills of delivery managers in a co-sourced software project
    Schlichter, Bjarne Rerup
    Buchynska, Tetiana
    INTERNATIONAL CONFERENCE ON ENTERPRISE INFORMATION SYSTEMS / INTERNATIONAL CONFERENCE ON PROJECT MANAGEMENT / INTERNATIONAL CONFERENCE ON HEALTH AND SOCIAL CARE INFORMATION SYSTEMS AND TECHNOLOGIES 2020 (CENTERIS/PROJMAN/HCIST 2020), 2021, 181 : 905 - 912
  • [28] Recommender Systems for Software Requirements Engineering: Current Research & Challenges
    Williams, Imano
    Yuan, Xiaohong
    2019 IEEE SOUTHEASTCON, 2019,
  • [29] Building the Linkage between Project Managers' Personality and Success of Software Projects
    Wang, Yi
    ESEM: 2009 3RD INTERNATIONAL SYMPOSIUM ON EMPIRICAL SOFTWARE ENGINEERING AND MEASUREMENT, 2009, : 411 - 414
  • [30] Software helps project managers organize time, human resources, and communications
    Porubek, D
    BIOPHARM-THE APPLIED TECHNOLOGIES OF BIOPHARMACEUTICAL DEVELOPMENT, 2000, 13 (02): : 36 - +