A Proposal for Improving Project Coordination using Data Mining and Proximity Tracking

Research output: Chapter in Book/Report/Conference proceedingPaper in conference proceeding

Abstract

Coordination is an important success factor for a development project. Communication gaps, e.g. between product owners shaping the requirements and testers verifying the developed software can result in wasted effort and unsuccessful products. We propose improving the communication between project members with recommendations of whom to interact with and what to discuss based on link prediction in multi-layered proximity-based social graphs based on data mined from project repositories. We plan to explore and validate these ideas through prototyping and by applying a design-science approach in collaboration with an industrial partner.

Details

Authors
Organisations
Research areas and keywords

Subject classification (UKÄ) – MANDATORY

  • Other Electrical Engineering, Electronic Engineering, Information Engineering

Keywords

  • machine learning, social networks, data mining, communication
Original languageEnglish
Title of host publicationCEUR Workshop Proceedings
PublisherCEUR
Number of pages6
Volume1564
Publication statusPublished - 2016
Publication categoryResearch
Peer-reviewedYes
EventREFSQ-2016 Workshops, co-located with the 22nd International Conference on Requirements Engineering: Foundation for Software Quality, REFSQ 2016 - Gothenburg, Sweden
Duration: 2016 Mar 14 → …

Conference

ConferenceREFSQ-2016 Workshops, co-located with the 22nd International Conference on Requirements Engineering: Foundation for Software Quality, REFSQ 2016
CountrySweden
CityGothenburg
Period2016/03/14 → …