A SURVEY ON LINK PREDICTION WITH OR WITHOUT TIME AWARE FEATURE IN SOCIAL NETWORK
Journal Title: International Journal of Engineering Sciences & Research Technology - Year 30, Vol 5, Issue 5
Abstract
Online network systems have become popular in many social, biological and information system in recent year. Much research has been done in social network, which is increasingly growing and form a large complex network. Social network such as Facebook provides a platform for users to share their interest, photos & post etc with their friend. A social network can be well described by a network graph, in which node represents users and edges between nodes represent some association. In most social network links are dynamics and change over the time in network. To predict an association between two nodes in a graph, which is likely to be occur in near future and is termed as link prediction. Many approach and method have been used for predicting a link in past years, a significant interest of the methods uses local and global structure of the graph to make predictions. In this survey we are highlighting the impact of time in association (collaboration or interaction) & temporal behavior of the link between the nodes in link prediction. In this Survey we summarized link prediction without temporal features and Link prediction with time aware features, particularly the relationship between the time stamps of interactions or links and how link strength affects future link creation
Authors and Affiliations
Prof. Khushboo Satpute
Keywords
Related Articles
- EP ID EP128263
- DOI 10.5281/zenodo.50967
- Views 68
- Downloads 0
Thermodynamics of Solvation for Nano Barium Carbonate in Mixed DMF–H2O Solvents at Different Temperatures
The molar solubility for nano barium carbonate (BaCO3) in different percentages of dimethylformamide (DMF) and water were measured at 292.15, 303.15, 308.15 and 313.15K. From the molar solubilities for nano BaCO3,...
DESIGN AND DEVELOPMENT OF WALKING BIPEDAL ROBOT WITH THE HELP OF ARDUINO CONTROLLER
A biped is a two legged walking robot which imitates human gait. It is used in places where wheels cannot go easily for example stairs, terrains, etc. It is easier for bipedal robots to exist in a human oriented envi...
REAL-TIME FACE RECOGNITION USING EIGENFACES
Access control systems are used to grant or deny the access to a person of a particular resource. There has beenan enormous change in the trend of access control systems in recent times. Starting with the use of ph...
DESIGN, DEVELOPMENT AND ANALYSIS OF MULTI-UTILITY ZERO SLIP GRIPPER SYSTEM BY APPLICATION OF MATING WORM SYSTEM
Material handling is the primary activity of every manufacturing organization. It has been estimated that at least 15 to 25% of the cost of the product is attributable to material handling activities. In case of m...
OPTIMAL DESIGN OF SPARSE FIR FILTER USING GENETIC ALGORITHM
Sparse design of FIR filter has been used for reducing the implementation complexity and computational cost. The objective of the sparse FIR filter design problem considered in this paper is to reduce the number o...