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Quick Trigger on Stack Overflow: A Study of ... - Semantic Scholar
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Quick Trigger on Stack Overflow: A Study of Gamification-influenced Member Tendencies
Yong Jin
Xin Yang
Raula G. Kula
Eunjong Choi
Katsuro Inoue
Hajimu Iida
Nara Institute of Science and Technology, Japan Osaka University, Japan
MSR 2015 Mining Challenge
1
Gamification in Stack Overflow (SO) User Information
Reputation Score
Reward-driven gamification For more info: http://stackoverflow.com/help/whats-reputation
2
Gamification in Stack Overflow (SO) User Information
Reputation Score
Reward-driven gamification For more info: http://stackoverflow.com/help/whats-reputation
Vote posts
3
Gamification in Stack Overflow (SO) User Information
Vote posts
Accept answers
Reputation Score
Reward-driven gamification For more info: http://stackoverflow.com/help/whats-reputation
4
Quick Triggers
Western Movies
Q&A website
5
Quick Triggers Win Reward
Western Movies
Q&A website
6
Our Concerns Be quick or be dead
• Just for high score ▫ Answer quick, in order to get more score
• We want to know: ▫ How many Quick Triggers? ▫ How about the quality? ▫ Do they only answer easy questions?
7
Research Questions • RQ1: Is Rapid Response (RR) widespread among community members? • RQ2: Are most Accepted Answers(AA) related to RR? • RQ3: Does member tagging tendencies change with RR?
8
Approach Defined Metrics
•Response Time (RT) •Ratio of Accepted Answer (AA) •Tag Score (TS)
Analysis with R
•Distribution of RT •Distribution of NRR : RR •Relation between AA and RR •Distribution of TS
9
RQ1: Is RR widespread among community members? 92% 92% members have more NRR than RR
RR:NRR = 1
RR is not widespread among the community
10
RQ2: Are most Accepted Answers(AA) related to RR? 79%
81%
19%
21%
No direct relationship between AA and RR
11
RQ3: Does member tagging tendencies change with RR?
