5. You are a data analyst at LinkedIn, and your team is exploring ways to improve the recommendation system for job postings based on collaborative filtering. As part of your analysis, you decide to investigate the effectiveness of the current recommendation algorithm. The collaborative filtering system used by LinkedIn for job recommendations appears to be providing suboptimal suggestions for some users. Discuss potential reasons for this issue and propose solutions to enhance the accuracy of job recommendations