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- research-articleNovember 2024
Construction of the Information Dissemination Model and Calculation of User Influence Based on Attenuation Coefficient
International Journal of Intelligent Systems (IJIS), Volume 2024https://doi.org/10.1155/2024/2103945Users’ online activities serve as a mirror, reflecting their unique personas, affiliations, interests, and hobbies within the real world. Network information dissemination is inherently targeted, as users actively seek information to facilitate precise ...
- research-articleJanuary 2021
Influence model with opinions and trust score evaluations under the leader-follower environment
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 41, Issue 6Pages 6363–6373https://doi.org/10.3233/JIFS-210161A group decision-making process is introduced by utilizing the influence model together with a matrix of interpersonal influences and an opinion matrix. The opinion matrix is constructed with the opinions/advice from one group of experts towards the ...
- research-articleJanuary 2021
Model of the influence of Internet finance on monetary policy based on gibbs sampling and vector autoregression
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology (JIFS), Volume 40, Issue 4Pages 6505–6515https://doi.org/10.3233/JIFS-189489The various parts of the traditional financial supervision and management system can no longer meet the current needs, and further improvement is urgently needed. In this paper, the low-frequency data is regarded as the missing of the high-frequency data, ...
- research-articleNovember 2014
Learning a Linear Influence Model from Transient Opinion Dynamics
CIKM '14: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge ManagementPages 401–410https://doi.org/10.1145/2661829.2662064Many social networks are characterized by actors (nodes) holding quantitative opinions about movies, songs, sports, people, colleges, politicians, and so on. These opinions are influenced by network neighbors. Many models have been proposed for such ...
- research-articleAugust 2012
Towards social user profiling: unified and discriminative influence model for inferring home locations
KDD '12: Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data miningPages 1023–1031https://doi.org/10.1145/2339530.2339692Users' locations are important to many applications such as targeted advertisement and news recommendation. In this paper, we focus on the problem of profiling users' home locations in the context of social network (Twitter). The problem is nontrivial, ...
- research-articleNovember 2010
Modelling and analyzing multimodal dyadic interactions using social networks
ICMI-MLMI '10: International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal InteractionArticle No.: 52, Pages 1–8https://doi.org/10.1145/1891903.1891967Social network analysis became a common technique used to model and quantify the properties of social interactions. In this paper, we propose an integrated framework to explore the characteristics of a social network extracted from multimodal dyadic ...
- research-articleJune 2010
Network on chip design and optimization using specialized influence models
DAC '10: Proceedings of the 47th Design Automation ConferencePages 625–626https://doi.org/10.1145/1837274.1837431In this study, we propose the use of specialized influence models to capture the dynamic behavior of a Network-on-Chip (NoC). Our goal is to construct a versatile modeling framework that will help in the development and analysis of distributed and ...
- posterOctober 2009
On modeling product advertisement in social networks
ACM SIGMETRICS Performance Evaluation Review (SIGMETRICS), Volume 37, Issue 2Pages 55–56https://doi.org/10.1145/1639562.1639583Advertising via social networks is receiving more attention these days. Given a fixed investment (e.g., free samples), a company needs to find out the final probability that users will purchase the product. In this paper we characterize and model ...
- research-articleApril 2008
Discovering geographical-specific interests from web click data
LOCWEB '08: Proceedings of the first international workshop on Location and the webPages 41–48https://doi.org/10.1145/1367798.1367805As the Internet continues to play an important role in many business applications, it becomes vital to increase the competitive edge by offering geographically tailored contents that reflect the common interests of the geographical region of the web ...
- ArticleNovember 2006
A 'need to know' system for group classification
ICMI '06: Proceedings of the 8th international conference on Multimodal interfacesPages 155–161https://doi.org/10.1145/1180995.1181030This paper outlines the design of a distributed sensor classification system with abnormality detection intended for groups of people who are participating in coordinated activities. The system comprises an implementation of a distributed Dynamic ...
- articleNovember 2006
An influence model for factors in outsourced software maintenance: Research Articles
Journal of Software Maintenance and Evolution: Research and Practice (JSME), Volume 18, Issue 6Pages 385–423The rapid growth of the Internet in the recent past has encouraged global deployment of work by an increasing number of organizations around the world, and they are now in a better position to outsource their IT functions to specialist vendors. With the ...
- research-articleAugust 2006
A Control-Theoretic Approach to Distributed Discrete-Valued Decision-Making in Networks of Sensing Agents
IEEE Transactions on Mobile Computing (ITMV), Volume 5, Issue 8Pages 945–957https://doi.org/10.1109/TMC.2006.106We address the problem of global sensor fusion for the purpose of distributed decision-making, from a control-theoretic perspective. In particular, we introduce a quasi-linear stochastic distributed protocol, using which a network of sensing agents can ...
- ArticleOctober 2004
GroupMedia: distributed multi-modal interfaces
ICMI '04: Proceedings of the 6th international conference on Multimodal interfacesPages 309–316https://doi.org/10.1145/1027933.1027983In this paper, we describe the GroupMedia system, which uses wireless wearable computers to measure audio features, head-movement, and galvanic skin response (GSR) for dyads and groups of interacting people. These group sensor measurements are then used ...