By using this site, you agree to the Privacy Policy and Terms of Use.
Accept
World of SoftwareWorld of SoftwareWorld of Software
  • News
  • Software
  • Mobile
  • Computing
  • Gaming
  • Videos
  • More
    • Gadget
    • Web Stories
    • Trending
    • Press Release
Search
  • Privacy
  • Terms
  • Advertise
  • Contact
Copyright © All Rights Reserved. World of Software.
Reading: The Challenges of Data Collection for Software Engineering Research | HackerNoon
Share
Sign In
Notification Show More
Font ResizerAa
World of SoftwareWorld of Software
Font ResizerAa
  • Software
  • Mobile
  • Computing
  • Gadget
  • Gaming
  • Videos
Search
  • News
  • Software
  • Mobile
  • Computing
  • Gaming
  • Videos
  • More
    • Gadget
    • Web Stories
    • Trending
    • Press Release
Have an existing account? Sign In
Follow US
  • Privacy
  • Terms
  • Advertise
  • Contact
Copyright © All Rights Reserved. World of Software.
World of Software > Computing > The Challenges of Data Collection for Software Engineering Research | HackerNoon
Computing

The Challenges of Data Collection for Software Engineering Research | HackerNoon

News Room
Last updated: 2025/08/27 at 3:55 PM
News Room Published 27 August 2025
Share
SHARE

Table of Links

Abstract and 1. Introduction

  1. Background and 2.1. Related Work

    2.2. The Impact of XP Practices on Software Productivity and Quality

    2.3. Bayesian Network Modelling

  2. Model Design

    3.1. Model Overview

    3.2. Team Velocity Model

    3.3. Defected Story Points Model

  3. Model Validation

    4.1. Experiments Setup

    4.2. Results and Discussion

  4. Conclusions and References

4.1. Experiments Setup

Collecting data from real projects to validate our model was a difficult task due to several reasons. Due to XP simplicity value, it is difficult to find company collecting information regarding their activities and practices. Moreover, most real XP projects are developed by private companies having restrictions on publishing their internal development process. In addition, there is no guarantee that the available data is sufficient for model validation.

Two XP projects provided enough data to test our model. The first one is the Repo Margining System project [4]. The second one is a controlled case study reported by Pekka Abrahamsson [17]. We will refer to this case study in the rest of this paper by Abrahamsson Case Study. The model input data for the two projects are shown in tables 2 and 3. The model internal parameters are summarized in table 4.

Table 3 Abrahamsson Case Study input data

Table 4 Model internal parameters (U(a,b) refers to uniform distribution from a to b, while N(µ,σ) refers to normal distribution with mean µ and standard deviation σ)

:::info
Authors:

(1) Mohamed Abouelelam, Software System Engineering, University of Regina, Regina, Canada;

(2) Luigi Benedicenti, Software System Engineering, University of Regina, Regina, Canada.

:::


:::info
This paper is available on arxiv under CC BY-NC-ND 4.0 DEED license.

:::

Sign Up For Daily Newsletter

Be keep up! Get the latest breaking news delivered straight to your inbox.
By signing up, you agree to our Terms of Use and acknowledge the data practices in our Privacy Policy. You may unsubscribe at any time.
Share This Article
Facebook Twitter Email Print
Share
What do you think?
Love0
Sad0
Happy0
Sleepy0
Angry0
Dead0
Wink0
Previous Article UPS Adds New Fees Before De Minimis Exemption Expires
Next Article Apple Blocks iTorrent App From EU Alternative App Marketplace
Leave a comment

Leave a Reply Cancel reply

Your email address will not be published. Required fields are marked *

Stay Connected

248.1k Like
69.1k Follow
134k Pin
54.3k Follow

Latest News

Bridging Backend Engineering with AI: The Rise of the Intelligent Platform Engineer | HackerNoon
Computing
PlayStation Plus Subscribers Are Eating With These Free September Games
News
IDC nearly doubles worldwide smartphone forecast for 2025 – 9to5Mac
News
Samsung is Unpacking again in early September
News

You Might also Like

Computing

Bridging Backend Engineering with AI: The Rise of the Intelligent Platform Engineer | HackerNoon

0 Min Read
Computing

Revolutionize Incident Management with Splunk and PagerDuty Automation | HackerNoon

0 Min Read
Computing

5 Tokens to Invest In as the Fed Ends Program That Increased Bank Scrutiny of Crypto | HackerNoon

0 Min Read
Computing

$MBG Token Supply Reduced By 4.86M In First Buyback And Burn By MultiBank Group | HackerNoon

4 Min Read
//

World of Software is your one-stop website for the latest tech news and updates, follow us now to get the news that matters to you.

Quick Link

  • Privacy Policy
  • Terms of use
  • Advertise
  • Contact

Topics

  • Computing
  • Software
  • Press Release
  • Trending

Sign Up for Our Newsletter

Subscribe to our newsletter to get our newest articles instantly!

World of SoftwareWorld of Software
Follow US
Copyright © All Rights Reserved. World of Software.
Welcome Back!

Sign in to your account

Lost your password?