Seeking programming-related information from large scaled discussion forums, help or harm?

Yihan Lu, Ihan Hsiao

Research output: Contribution to conferencePaper

5 Citations (Scopus)

Abstract

Online programming discussion forums have grown increasingly and have formed sizable repositories of problem solving-solutions. In this paper, we investigate programming learners’ information seeking behaviors from online discussion forums. We design engines to collect students’ information seeking processes, including query formulation, refinement, results examination, and reading processes. We model these behaviors and conduct sequence pattern mining. The results show that programming learners indeed seek for programming related information from discussion forums by actively searching on the site and reading posts progressively according to course schedule topics. Advanced students consistently perform query refinements, examine search results and commit to read, however, novices do not. In addition, advanced students commit to read posts, but novices only skim.

Original languageEnglish (US)
Pages442-447
Number of pages6
StatePublished - Jan 1 2016
Event9th International Conference on Educational Data Mining, EDM 2016 - Raleigh, United States
Duration: Jun 29 2016Jul 2 2016

Conference

Conference9th International Conference on Educational Data Mining, EDM 2016
CountryUnited States
CityRaleigh
Period6/29/167/2/16

Fingerprint

Students
Engines

Keywords

  • Discussion Forums
  • Hidden Markov Model
  • Information Seeking
  • Programming
  • Sequential pattern mining

ASJC Scopus subject areas

  • Computer Science Applications
  • Information Systems

Cite this

Lu, Y., & Hsiao, I. (2016). Seeking programming-related information from large scaled discussion forums, help or harm?. 442-447. Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States.

Seeking programming-related information from large scaled discussion forums, help or harm? / Lu, Yihan; Hsiao, Ihan.

2016. 442-447 Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States.

Research output: Contribution to conferencePaper

Lu, Y & Hsiao, I 2016, 'Seeking programming-related information from large scaled discussion forums, help or harm?' Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States, 6/29/16 - 7/2/16, pp. 442-447.
Lu Y, Hsiao I. Seeking programming-related information from large scaled discussion forums, help or harm?. 2016. Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States.
Lu, Yihan ; Hsiao, Ihan. / Seeking programming-related information from large scaled discussion forums, help or harm?. Paper presented at 9th International Conference on Educational Data Mining, EDM 2016, Raleigh, United States.6 p.
@conference{e127c30baa1d4ae3bee731b221dfe16d,
title = "Seeking programming-related information from large scaled discussion forums, help or harm?",
abstract = "Online programming discussion forums have grown increasingly and have formed sizable repositories of problem solving-solutions. In this paper, we investigate programming learners’ information seeking behaviors from online discussion forums. We design engines to collect students’ information seeking processes, including query formulation, refinement, results examination, and reading processes. We model these behaviors and conduct sequence pattern mining. The results show that programming learners indeed seek for programming related information from discussion forums by actively searching on the site and reading posts progressively according to course schedule topics. Advanced students consistently perform query refinements, examine search results and commit to read, however, novices do not. In addition, advanced students commit to read posts, but novices only skim.",
keywords = "Discussion Forums, Hidden Markov Model, Information Seeking, Programming, Sequential pattern mining",
author = "Yihan Lu and Ihan Hsiao",
year = "2016",
month = "1",
day = "1",
language = "English (US)",
pages = "442--447",
note = "9th International Conference on Educational Data Mining, EDM 2016 ; Conference date: 29-06-2016 Through 02-07-2016",

}

TY - CONF

T1 - Seeking programming-related information from large scaled discussion forums, help or harm?

AU - Lu, Yihan

AU - Hsiao, Ihan

PY - 2016/1/1

Y1 - 2016/1/1

N2 - Online programming discussion forums have grown increasingly and have formed sizable repositories of problem solving-solutions. In this paper, we investigate programming learners’ information seeking behaviors from online discussion forums. We design engines to collect students’ information seeking processes, including query formulation, refinement, results examination, and reading processes. We model these behaviors and conduct sequence pattern mining. The results show that programming learners indeed seek for programming related information from discussion forums by actively searching on the site and reading posts progressively according to course schedule topics. Advanced students consistently perform query refinements, examine search results and commit to read, however, novices do not. In addition, advanced students commit to read posts, but novices only skim.

AB - Online programming discussion forums have grown increasingly and have formed sizable repositories of problem solving-solutions. In this paper, we investigate programming learners’ information seeking behaviors from online discussion forums. We design engines to collect students’ information seeking processes, including query formulation, refinement, results examination, and reading processes. We model these behaviors and conduct sequence pattern mining. The results show that programming learners indeed seek for programming related information from discussion forums by actively searching on the site and reading posts progressively according to course schedule topics. Advanced students consistently perform query refinements, examine search results and commit to read, however, novices do not. In addition, advanced students commit to read posts, but novices only skim.

KW - Discussion Forums

KW - Hidden Markov Model

KW - Information Seeking

KW - Programming

KW - Sequential pattern mining

UR - http://www.scopus.com/inward/record.url?scp=85063916654&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85063916654&partnerID=8YFLogxK

M3 - Paper

AN - SCOPUS:85063916654

SP - 442

EP - 447

ER -