LCRec: Learning Content Recommendation System
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The Learning Content Recommender System (LCREC) assists users in finding appropriate learning materials based on their intended job criteria by searching relevant job positions and required skills. Users can navigate through a step-by-step process to select their user type, search for jobs, view necessary skills, and get recommended learning content. Feedback can be provided to improve the system further.
LCRec: Learning Content Recommendation System
- 1. LCRec Tutorial Learning Content Recommendation System MINELab, National Central University, Taoyuan, Taiwan (R.O.C)
- 2. introduction Learning Content Recommender (LCRec) helps to find appropriate learning contents based on the user’s intended job criteria. By searching the user’s intended job and discover necessary skills and get the recommended learning contents.
- 3. Functionality Search intended jobs Discover needed skills Recommend learning contents Finding a list of most relevance job positions from job seeker websites based on the user's intended job using our recommender system. Discover required skills of the intended job that user need to have to get a job. Provide learning contents according to the needed skill related to intended job.
- 4. How to use? GO TO THE LCREC BY THIS URL: HTTP://BRS.MINELAB.TW/
- 5. Overall step-by-step Select a user type Search an intended job Select a job position Select a skill Preview & Get a recommended learning content Give a feedback
- 6. Step1: Select user type 1. Go to url: http://brs.minelab.com 2. Read a brief system’s description 3. Choose the user type: ◦ Professional – for IT professionals/ experts. ◦ Academic – for academics, educators. ◦ Student – for higher education students and others. 4. Click “Get In” button.
- 7. Step 2: Searching intended jobs 1.1.) put your intended job or job position you want to find 1.2.) Choose the number of result: 3, 5, or 10 results 1.3.) click “Go” to see the Relevant jobs
- 8. Step3: Select the relevant job to see required skills • Each circle represents a job position relevant to you searching keyword. 1. Click on the small circle to see the detail of it that appear on the (right hand- side) job description. 2. Click on the center circle to see further the needed skills of selected job.
- 9. Step4: Select skill to get its learning content • Each circle represents a necessary skills relevant to you the job position. 1. Click on the small circle to see its top 3 knowledge units that appear on the (right hand-side) knowledge unit list. 2. Click on button “Preview learning contents” to get a recommended learning content. 3. User can go back to the previous relevant jobs by click on the center circle.
- 10. Step5: Select skill to get its learning content The recommended learning content is generated based on the user’s selected skill and its relevant knowledge units. • User can preview and download by right-click > save as to the computer.
- 11. Step6: Give a feedback 1.) click on tab menu “Survey” 2.) give your feedback and click complete.
- 12. Thank you