Data-Driven Decision-Making in Product R&D

被引:0
|
作者
Fabijan, Aleksander [1 ]
Olsson, Helena Holmstrom [1 ]
Bosch, Jan [2 ]
机构
[1] Malmo Univ, Fac Technol & Soc, Ostra Varvsgatan 11, S-20506 Malmo, Sweden
[2] Chalmers Univ Technol, Dept Comp Sci & Engn, Horselgangen 11, S-41296 Gothenburg, Sweden
关键词
Customer feedback; Data collection; The 'open loop' problem;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Software development companies experience the road mapping and requirements ranking process to be complex as product management (PdM) strives in getting timely and accurate feedback from the customers. Often, companies have insufficient knowledge about how their products are being used, what features the customers appreciate and which ones will generate revenue. To address this problem, this research aims at helping the companies in closing the 'open' feedback loop that exists between PdM and customers. Moreover, the research strives at exploring techniques that can be used to involve customers in continuous validation of software functionality in order to provide PdM with the evidence needed for accurate R&D investments.
引用
收藏
页码:350 / 351
页数:2
相关论文
共 50 条
  • [1] 'Big data' patentometrics for R&D decision-making
    Verma, Charu
    Suri, Pradeep Kumar
    [J]. DIGITAL POLICY REGULATION AND GOVERNANCE, 2021, 23 (04) : 317 - 336
  • [2] Data-driven decision-making in the library
    Massis, Bruce
    [J]. NEW LIBRARY WORLD, 2016, 117 (1-2) : 131 - 134
  • [3] DATA-DRIVEN ASSESSMENT AND DECISION-MAKING
    CRAWFORD, SL
    FUNG, RM
    TSE, E
    [J]. EXPERT SYSTEMS IN ECONOMICS, BANKING AND MANAGEMENT, 1989, : 399 - 408
  • [4] Data-driven decision-making for equipment maintenance
    Ma, Zhiliang
    Ren, Yuan
    Xiang, Xinglei
    Turk, Ziga
    [J]. AUTOMATION IN CONSTRUCTION, 2020, 112
  • [5] On data-driven decision-making for quality education
    Kurilovas, Eugenijus
    [J]. COMPUTERS IN HUMAN BEHAVIOR, 2020, 107
  • [6] The Rapid Adoption of Data-Driven Decision-Making
    Brynjolfsson, Erik
    McElheran, Kristina
    [J]. AMERICAN ECONOMIC REVIEW, 2016, 106 (05): : 133 - 139
  • [7] DATA-DRIVEN DECISIONS IN PROTOTYPING AND PRODUCT DEVELOPMENT: A FRAMEWORK FOR UNCERTAINTY AND DECISION-MAKING
    Ali, Hadi
    Lande, Micah
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2019, VOL 14, 2020,
  • [8] 4D: DEVELOPING DASHBOARDS FOR DATA-DRIVEN DECISION-MAKING
    O'Donnell, C.
    Murphy, B.
    Hunter, B.
    [J]. 11TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION (ICERI2018), 2018, : 8421 - 8425
  • [9] Decision-making in investment in overseas R&D
    O'Malley, Chris
    [J]. TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2012, 24 (07) : 697 - 709
  • [10] A Data-driven Decision-making Approach for Complex Product Design Based on Deep Learning
    Lai, Zou
    Fu, Siqin
    Yu, Hang
    Lan, Shulin
    Yang, Chen
    [J]. PROCEEDINGS OF THE 2021 IEEE 24TH INTERNATIONAL CONFERENCE ON COMPUTER SUPPORTED COOPERATIVE WORK IN DESIGN (CSCWD), 2021, : 238 - 243