Title	Product Recommendation Using Machine Learning a Review of the Existing Techniques
Author	Anam Naz Sodhar, Umair Ali Khan, Irum Naz Sodhar, Abdul Hafeez Buller, and Jahanzeb Sodhar
Citation	Vol. 22  No. 5  pp. 523-530
Keywords	Product Recommendation; Machine Learning Techniques; Recommendation system; categories; Algorithms

Title	An Optimized Framework of Video Compression Using Deep Convolutional Neural Networks (DCNN)
Author	Dr.M.Sreelatha, Dr.R.Lakshmi Tulasi , Mr.K.Siva Kumar
Citation	Vol. 22  No. 5  pp. 515-522
Keywords	Deep neural networks, Encoding, Decoding, Video Compression.

Title	Ensuring the Right to a Fair Trial in Commercial and Civil Proceedings in the Information Age
Author	Serhii Demchenko, Volodymyr Dryshliuk, Liudmyla Tokarchuk, Valerii Prytuliak, L?ubomyra Melekh
Citation	Vol. 22  No. 5  pp. 507-514
Keywords	information age, the right to a fair trial, commercial proceedings, civil proceedings.

Title	The Usage of Automated Information Systems for Database Management in General Secondary Education Institutions of Ukraine
Author	Tetiana Kravchynska, Oksana Dubinina, Krystyna Chałas, Tetiana Burlaenko, Anna Tymoshko, Olena Sholokh, Alla Vinichenko
Citation	Vol. 22  No. 5  pp. 497-506
Keywords	information processes, automated control system, quality of education, management information support.