DESIGN AND TECHNICAL ENHANCEMENTS TO ELECTRONIC LABOR EXCHANGES

Jumaboev Bekhzod

Authors

Jumaboev Bekhzod Master's Student, Tashkent University of Information Technologies Author

Keywords:

User Interface (UI), Electronic Labor Exchange (ELE), Menu Navigation, Optimization, Markov Chains, Transition Matrix, Web Analytics, Steady-State Probabilities, Caching, Redis, Memcached, Performance, Data Retrieval, Key-Value Pairs, Security Enhancements, Symmetric Encryption, Advanced Encryption Standard (AES), Key Management, Data Encryption, Sensitive Data, User Engagement, Operational Efficiency, User Satisfaction, Accessibility, Usability.

Abstract

Enhancements to the user interface (UI) of electronic labor exchanges (ELEs) are crucial for improving user engagement and efficiency. Utilizing Markov Chains, the navigation process is optimized by modeling webpages as states and transitions as user clicks, streamlining the path to desired content. This approach enhances user satisfaction by reducing interaction complexity. Additionally, performance is boosted through caching mechanisms like Redis and Memcached, which store frequently accessed data in RAM, accelerating data retrieval and reducing database load. Security is fortified with symmetric encryption using the Advanced Encryption Standard (AES), which secures sensitive information against unauthorized access, ensuring data protection during storage and transmission. Together, these strategies enhance ELEs' functionality and user experience, making them more efficient and secure.

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