Title	Hybrid Approach for Improving Efficiency of Apriori Algorithm on Frequent Itemset
Author	Arwa Altameem, Mourad Ykhlef
Citation	Vol. 18  No. 5  pp. 151-155
Keywords	Improved Apriori, Data Mining, Frequent Itemset, Hybrid Apriori.

Title	An Efficient Sindhi Spelling Checker for Microsoft Word
Author	Imtiaz Ahmed Dahar, Fizza Abbas, Ubaidullah Rajput, Ayaz Hussain, Faiza Azhar
Citation	Vol. 18  No. 5  pp. 144-150
Keywords	Sindhi, spell checker, Microsoft word, correction, suggestion.

Title	Customer Behavior Over Choice of Smartphones in Social Networks
Author	Nazar H. Phulpoto, Sohail A. Memon, Adnan Manzoor, Ayaz Hussain, Imtiaz A. Halepoto
Citation	Vol. 18  No. 5  pp. 139-143
Keywords	Personality, Customer Behavior, Pakistan, Smartphone, Marketing

Title	Design of an Internet of Things (IoT) network system for Kitchen food waste management
Author	Diaa Salama Abdul Minaam, Mohamed Abd-ELfattah and Mona A. S. Ali
Citation	Vol. 18  No. 5  pp. 130-138
Keywords	IoT, Smart Kitchen, Automated Cooker.