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Intelligent Social Networks Model Based on Semantic Tag Ranking

Rushdi Hamamerh, Sameh Awad
2018 International journal of Web & Semantic Technology  
So introducing semantics to social networks will widen up the representation of the social networks. In this paper, a new model of social networks based on semantic tag ranking is introduced.  ...  In this proposed model the representation of social links will be extended by the semantic relationships found in the vocabularies which are known as (tags) in most of social networks.The proposed model  ...  Either in an existing social network, or in new semantic social network programmed from the beginning based on the proposed model in this paper.  ... 
doi:10.5121/ijwest.2018.9301 fatcat:4tl4kb4hpfcjtlcsufqqq3minu

AddDel Model for the Evolution of Social Networks

2020 Computer Engineering and Intelligent Systems  
In this paper we present a model and also discuss whether this model predicts real social networks.  ...  Social networks evolves with the time, so with the mechanism of evolution we have designed a model which is somehow related to real-world networks.  ...  Computer Engineering and Intelligent Systems  ... 
doi:10.7176/ceis/11-1-01 fatcat:xrllnyctvvgflcv7mroxuvtat4

Improved Model of Social Networks Dynamics

Jiří Jelínek, Roman Klimeš
2016 Proceedings of the 8th International Conference on Agents and Artificial Intelligence  
model of the social networks dynamics is based on this concept.  ...  Social networks are currently the most studied structures due to their popularity among IT users. In our paper we will focus on the dynamics of the dissemination of information in these networks.  ...  Therefore, the model behavior is now closer to real social networks.  ... 
doi:10.5220/0005682701410148 dblp:conf/icaart/JelinekK16 fatcat:y6c4bdsplbbk7hsykhqilralii

FIRMACA-Fuzzy intelligent recommendation model using ant clustering algorithm for social networking

Sankar Pariserum Perumal, Ganapathy Sannasi, Kannan Arputharaj
2020 SN Applied Sciences  
In social networking applications, it is often necessary to produce apt user recommendations where ant-based clustering techniques provide best optimal solutions to the clustering problems.  ...  Therefore, a new model named Fuzzy Intelligent Recommendation Model using Ant Clustering Algorithm (FIRMACA) is proposed in this paper where a combination of biased exploration and fuzzy rules is used  ...  They are misclassification error rate (10) Precision = Relevant Social Networking Portal Recommendations Total Social Networking Portal Recommendations made to the user (11) Recall = Relevant Social Networking  ... 
doi:10.1007/s42452-020-03486-4 fatcat:i5a4jaj7wbaf7c2fcnnqu4bvzm

Sustainable Technology Analysis of Artificial Intelligence Using Bayesian and Social Network Models

Juhwan Kim, Sunghae Jun, Dongsik Jang, Sangsung Park
2018 Sustainability  
In our analysis, we develop a statistical method that combines social network analysis and Bayesian modeling.  ...  Recent developments in artificial intelligence (AI) have led to a significant increase in the use of AI technologies.  ...  First, we apply a Social Network Analysis (SNA) to construct our methodology.  ... 
doi:10.3390/su10010115 fatcat:zbp6fnu6sbd4tgokx47wxqk6zm

ReINTEL Challenge 2020: Exploiting Transfer Learning Models for Reliable Intelligence Identification on Vietnamese Social Network Sites [article]

Kim Thi-Thanh Nguyen, Kiet Van Nguyen
2021 arXiv   pre-print
This paper presents the system that we propose for the Reliable Intelligence Indentification on Vietnamese Social Network Sites (ReINTEL) task of the Vietnamese Language and Speech Processing 2020 (VLSP  ...  In this paper, we conduct experiments on different transfer learning models, which are bert4news and PhoBERT fine-tuned to predict whether the news is reliable or not.  ...  Fake news discovery has been studied more and more by academic researchers as well as social networking companies such as Facebook and Twitter.  ... 
arXiv:2102.10794v3 fatcat:epvxrfvu4fb6bdagq4jvt2qiry

Models of Influence in Online Social Networks

Kanna AlFalahi, Yacine Atif, Ajith Abraham
2013 International Journal of Intelligent Systems  
Online social networks gained their popularity from relationships users can build with each other. These social ties play an important role in asserting users' behaviors in a social network.  ...  Then, we reveal means to maximize social influence by identifying and using the most influential users in a social network.  ...  between users while building the unified probabilistic model International Journal of Intelligent SystemsDOI 10.1002/int  ... 
doi:10.1002/int.21631 fatcat:coay56sksvftvnjjoqnk2vw7ra

Network-Based Modeling and Intelligent Data Mining of Social Media for Improving Care

Altug Akay, Andrei Dragomir, Bjorn-Erik Erlandsson
2015 IEEE journal of biomedical and health informatics  
We then introduced a novel network-based approach for modeling users' forum interactions and employed a network partitioning method based on optimizing a stability quality measure.  ...  Intelligently extracting knowledge from social media has recently attracted great interest from the Biomedical and Health Informatics community to simultaneously improve healthcare outcomes and reduce  ...  Modeling social media using available network modeling and computational tools is one way of extracting knowledge and trends from the information 'cloud:' a social network is a structure made of nodes  ... 
doi:10.1109/jbhi.2014.2336251 pmid:25029520 fatcat:4qzzutilqzfsbjo37exctqnlmi

A Social Network Information Propagation Model Considering Different Types of Social Relationships [chapter]

Changwei Zhao, Zhiyong Zhang, Hanman Li, Shiyang Zhao
2014 Advances in Intelligent Systems and Computing  
Considering the fact that different types of social relationships have different information propagation preference, we present a new social network information propagation model and set up dynamic equations  ...  In social networks, information are shared or propagated among user nodes through different links of social relationships.  ...  In modeling of SNS, referring dynamics of infectious disease and using complex networks theories, [10] presented an online social network information dissemination theoretical model.  ... 
doi:10.1007/978-3-319-01796-9_29 fatcat:etoukuii5rhuxepludxh2ghukq

Modeling Cultural Segregation of the Queer Community Through an Adaptive Social Network Model [chapter]

Pieke Heijmans, Jip van Stijn, Jan Treur
2020 Advances in Intelligent Systems and Computing  
In this study, the forming of social communities and segregation is examined through a case study on the involvement in the queer community. This is examined using a temporal-causal network model.  ...  In this study, several scenarios are proposed to model this segregation and a small questionnaire is set up to collect empirical data to validate the model.  ...  Next, the network model is explained including the homophily and social contagion principle.  ... 
doi:10.1007/978-981-32-9343-4_19 fatcat:qh7wc53jdbh4tmtw2upvw524ni

A Model for Ambiguation and an Algorithm for Disambiguation in Social Networks [chapter]

Janaína Gomide, Hugo Kling, Daniel Figueiredo
2015 Studies in Computational Intelligence  
We evaluate the performance of the algorithm under two classical random network models.  ...  In this paper we consider the ambiguity problem that emerges when objects appear with more than one label in the context of social networks.  ...  The model is mostly tailored for social networks and its workings are based on intuition and empirical observations.  ... 
doi:10.1007/978-3-319-16112-9_4 fatcat:sf2ueh7hlfeetn24la4bia5vpi

Modelling Dynamics of Social Support Networks for Mutual Support in Coping with Stress [chapter]

Azizi Ab Aziz, Jan Treur
2009 Studies in Computational Intelligence  
The multi-agent model can be used to understand human interaction and social support within networks, when facing stress.  ...  This paper presents a computational multi-agent model of support receipt and provision to cope during stressful event within social support networks.  ...  In this paper, a computational model is presented that describes the mechanism of support receipt and provision within a social network.  ... 
doi:10.1007/978-3-642-03958-4_15 fatcat:ssupssbswfdcnfljkuue6mmjwy

NLPBK at VLSP-2020 shared task: Compose transformer pretrained models for Reliable Intelligence Identification on Social network [article]

Thanh Chinh Nguyen, Van Nha Nguyen
2021 arXiv   pre-print
This paper describes our method for tuning a transformer-based pretrained model, to adaptation with Reliable Intelligence Identification on Vietnamese SNSs problem.  ...  shared task: Reliable Intelligence Identification on Vietnamese SNSs.  ...  Accordingly, based on the dataset provided in VLSP2020 shared shared task: Reliable Intelligence Identification on Vietnamese SNSs, we proposed a method that combines between fine-tuning approach to compose  ... 
arXiv:2101.12672v1 fatcat:a2hfc7rulbcipmfjzttuotri7y

Reputation Cascade Model over Social Connections in Online Social Networks

Maziar Gomrokchi, Jamal Bentahar, Babak Khosravifar
2009 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology  
Reputation is turning to be one of the most important concerns in online social networks.  ...  In this paper, we propose a probabilistic model of reputation cascade through the network. This model helps users to select the best possible choice of interaction.  ...  Model Setting In this section, we present the formal definitions of the reputation cascade model in a Online Social Network(OSN).  ... 
doi:10.1109/wi-iat.2009.206 dblp:conf/iat/GomrokchiBK09 fatcat:esywmqxsjnauncu4e3wr65zznm

Proposal for a Growth Model of Social Network Service

Ken Ishida, Fujio Toriumi, Kenichiro Ishii
2008 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology  
Based on our analysis, we propose a growth model of SNS networks. We conducted numerical simulations to compare actual data sets with networks generated by the proposed model.  ...  on Web Intelligence and Intelligent Agent Technology 978-0-7695-3496-1/08 $25.00  ...  Modeling of Social Network Services Characteristics of Social Network Service Let us begin modeling by considering the following characteristics of SNSs.  ... 
doi:10.1109/wiiat.2008.194 dblp:conf/webi/IshidaTI08 fatcat:see5tsmydjatddc6d7hm7xb3j4
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