Product Data Clustering using Weighted Similarity Measure
Journal Title: International journal of Emerging Trends in Science and Technology - Year 2017, Vol 4, Issue 9
Abstract
In market basket analysis user ranking of products is very important in addition to the values of attributes of objects. Similarity based comparison between objects play a very important role in many business operations such as ranking of objects with respect to the preferences of customers, finding a set of top-k objects in ranking order, and finding a set of k-nearest neighbor objects in ranking order and so on present study proposes a new similarity finding measure between objects. This measure computes weighted sums of values of attributes and priority values of respective values of attributes. These weighted sums are computed using a linear function formula. Finally a new clustering technique is proposed for clustering market basket analysis products using newly proposed similarity search measure between two objects new clustering technique based on new similarity finding measure is very useful in many real time applications and in many very large database operations including query execution
Authors and Affiliations
Dr. S. Aquter Babu
Keywords
Related Articles
- EP ID EP245649
- DOI -
- Views 131
- Downloads 0
Quality Enhancement of Various Diagnosed Medical Images Using Different Signal Processing Methods
One of the most common degradations in medical images is their poor contrast quality and noise. Therefore, the image has to get under a process called image enhancement which contains an aggregation of techniques that lo...
A Robust Low Power Security System for Multi-Node Communication
Wireless sensor network (WSN) is a collection of sensors organized into a cooperative network. The sensors are monitor the physical or environmental conditions, such as temperature, sound, pressure, etc. and to cooperati...
Short Survey on Noise Removal systems in Video Sequences
Noise is one of the pre-processing techniques. The image noise may be termed as random variation of brightness or color information. There are various types of image noise. Modern technology provides us with useful tools...
Analyzing Sun Angles of Solar Time Dial for Design of Building Envelope Components for the Region of Andhra Pradesh, India
The solar radiation is a major factor for thermal condition in built forms. The residential and commercial buildings consume 45 to 55 percentage of the energy for thermal comforts. It was evident that the higher the ener...
Security Model to Secure legacy OPC Server and Client Communication
Steel Authority Of India Limited (SAIL) is the leading steel making company in India. SAIL has its own private network connecting different production units located at Durgapur, Bokaro, Bhilai, Rourkela steel plants etc...