International Conference on Computer and Knowledge Engineering

Please wait ...

Home / 12th International Conference on Computer and Knowledge Engineering

Maximum diffusion of news in social media with the approach of reducing the search space

Authors :

Masoud Karian¹

1- Maziar Higher Education Institute, Mazandaran, Iran

Keywords :

influence maximization،influential nodes،centrality،closeness،eigenvector

Abstract :

Identification of nodes that spread influence is one of the important aspects of social network analysis. These nodes are used for maximizing influence in social networks. Influence maximization is basically an NP-Hard problem. This issue, with large-scale data, faces many challenges such as accuracy and efficiency. This paper offers a new approach in this area, named RSP (Reducing search space in influence maximization Problem). This algorithm selects influential nodes based on centralities and shells of social networks. The nodes in the shortest path are of great importance in the RSP algorithm. Unlike other algorithms, this algorithm does not ignore low-degree nodes. Experimental results show that the proposed algorithm works better than RNR, MCGN, LMP, and LIR on influence spread and maintains the quality of the results in every way.

List of archived papers

User Behavior Analysis : A Framework for Web Systems with Adaptive User Interfaces Using Unsupervised Modeling

Ali Bajelan - Ehsan Khadangi (Corresponding Author)

A Comprehensive Dataset of Real-scene Images for Text Detection and Recognition in Persian

Iman Souzanchi - Ramin Rahimi - Mohammad Ali Majidi Anvari - Atefeh Baniasadi - Ashkan Sadeghi - Mohammad Reza Mohammadi

A Simple Low Cost Approach to Detect Hand Gesture Based on Software Event Camera Emulation

Ali Sabet Akbarzadeh - Abedin Vahedian

A supervised approach using transformer networks for the detection of turning-related anomalies in urban intersections

Mohammad Mahdi HajiAbadi - Manoochehr Nahvi

Token-Based Access Control for Inter-organization Collaboration in Hyperldger Fabric

Parsa Hedayatnia - Mohammad Ata Jalilian - Mohammad Allahbakhsh - Haleh Amintoosi

FGM Copula based Analysis of Coverage Region for Wireless Three-User Multiple Access Channel with Correlated Channel Coefficients

Mona Sadat Mohsenzadeh - Ghosheh Abed Hodtani

Evaluation of Efficient Electrocardiomatrix-based Identification Using Deep Learning Methods

Amirhossein Safari - Narges Mokhtari - Mohsen Hooshmand - Sadegh Sadeghi - Peyman Pahlevani

GAP: Fault tolerance Improvement of Convolutional Neural Networks through GAN-aided Pruning

Pouya Hosseinzadeh - Yasser Sedaghat - Ahad Harati

FedBrain-Distill: Communication-Efficient Federated Brain Tumor Classification Using Ensemble Knowledge Distillation on Non-IID Data

Rasoul Jafari Gohari - Laya Aliahmadipour - Ezat Valipour

Security Analysis of MiniApps: Vulnerabilities, Exploits, and a Tailored Mitigation Framework

Keyhan Mohammadi - Arman Moradi - Reza Ebrahimi Atani

more

Samin Hamayesh - Version 44.9.3