This paper addresses the challenges of managing online forums in e-learning environments, where vast amounts of unstructured messages can hinder the learning process. It reviews existing approaches and introduces a set of learning analytics techniques alongside a general architecture designed to enhance the efficiency of online courses. The proposed solutions focus on three key areas: 1) efficient tracking and monitoring of forum activity, 2) the development of effective search mechanisms for questions and answers, and 3) the extraction of relevant key performance indicators for better forum management. Techniques such as natural language processing, clustering, information retrieval, question answering, and data mining are employed to achieve these goals.
-
Peral, Jesus, et al. "A review of the analytics techniques for an efficient management of online forums: An architecture proposal." IEEE Access 7 (2019): 12220-12240.
-
Members
- JoelR
- Brian
- Como
- IC Essentials
- COSMIN
- Live Games
- Adriano Faria
- Nathan Explosion
- DawPi
- Square Wheels
- Auto Evoke
- YalcinA
- master963
- VAHID
- Chris Anderson
- Myr
- bernhara
- opentype
- ReyDev
- send2yoni
- A Zayed
- terabyte
- Dilip
- ZLTRGO
- adik
- eivindsimensen
- envy
- onlyME
- V0RT3X
- GazzaGarratt
- Analog
- Voyage
- Paul Kaiser
- N700
- Paul
- TracyIsland
- Andy Y
- Omar Barbeytia carretero
- JoeyM
- Ryancoolround
- rainx
- YourSharona
- Kentraiyle Robinson
- MichaelR
- Edward Ellas
- IPS THEME
- aXenDev
- PrettyPixels
- Denis Dyack
- Labis
- DursunKaptan
- MissB
- TheLlamaman
- aLEX49566
- Codepixel
- alsl sndnxnx
- burnyourfeelings
- isvans
- Marius
- Matt
- Thomas Taschler
- Surpac
- JoshB
- Ioannis D
- abobader
- Richard Arch
- bdmusic 24
- Majster87
- TomCat
- Pmw
- Torgeir Rui
- Kammer et
- Nicolas PC
- XwReK
- Claudia999
- Kirill Gromov
- Synergy
- bing11
- Marcin Martyniak
- ArashDev
- ali hagi
- StevenM
- NewVicious
- lukash
- Andhrafriends Admin
- Daffy
- hyprem
- GuitarGathering
- Tripp
- Askancy
- MLK
- Jelly Belly
- eveneme eveneme
- Nomad
- Morphe
- lordi
- shahed
- John Horton
- PayMap
- Serval