2019 European Intelligence and Security Informatics Conference (EISIC)最新文献_第3页

A model of quantifying social relationships 量化社会关系的模型

2019 European Intelligence and Security Informatics Conference (EISIC) Pub Date : 2019-11-01 DOI: 10.1109/EISIC49498.2019.9108853

Disa Sariola

引用次数: 0

HOTSPOT: Crossing the Air-Gap Between Isolated PCs and Nearby Smartphones Using Temperature 热点:利用温度跨越孤立的个人电脑和附近的智能手机之间的气隙

2019 European Intelligence and Security Informatics Conference (EISIC) Pub Date : 2019-11-01 DOI: 10.1109/EISIC49498.2019.9108874

Mordechai Guri

引用次数: 6

Characterization of Disinformation Networks Using Graph Embeddings and Opinion Mining 基于图嵌入和意见挖掘的虚假信息网络表征

2019 European Intelligence and Security Informatics Conference (EISIC) Pub Date : 2019-11-01 DOI: 10.1109/EISIC49498.2019.9108876

O. Simek, Alyssa C. Mensch, Lin Li, Charlie K. Dagli

引用次数: 0

Devising and Optimizing Crowd Control Strategies Using Agent-Based Modeling and Simulation 基于智能体建模与仿真的人群控制策略设计与优化

2019 European Intelligence and Security Informatics Conference (EISIC) Pub Date : 2019-11-01 DOI: 10.1109/EISIC49498.2019.9108875

Andrew J. Park, Lee D. Patterson, Herbert H. Tsang, Ryan Ficocelli, Valerie Spicer, Justin Song

{"title":"Devising and Optimizing Crowd Control Strategies Using Agent-Based Modeling and Simulation","authors":"Andrew J. Park, Lee D. Patterson, Herbert H. Tsang, Ryan Ficocelli, Valerie Spicer, Justin Song","doi":"10.1109/EISIC49498.2019.9108875","DOIUrl":"https://doi.org/10.1109/EISIC49498.2019.9108875","url":null,"abstract":"Sporting events can attract large crowds who are capable of spurring on their teams. Emotionally charged crowds have a potential to become violent and disruptive, damaging and destroying public properties. Managing and controlling riotous crowds is an important responsibility for police officers to keep public order and safety. Devising and optimizing crowd management strategies is difficult without the knowledge of the scale and situations of the crowd in advance. This paper presents a three-dimensional (3D) simulation framework that simulates a riot and the police response to the riot. The simulation framework is based on agent-based modeling and simulation, consisting of crowd agents, police agents, and transit systems. This study focuses on a specific crowd control strategy: pushing the crowd to the public transit. The police officers in this simulation form police lines which move towards targeted positions pushing the crowd towards the position. In order to optimally disperse the crowd, the police lines move towards public access stations in the transit systems, coercing the crowd to the vicinity of the public transit and containing them there. By directing the crowd into the area where public transit picks up passengers, the crowd would dissipate as crowd occupants got on the transit to leave. The 2011 Vancouver Stanley Cup riot is used in the simulation as a case study. The result of the actual crowd control of the event and that of the crowd control simulation are compared. The framework of this study can be used for other sporting or large crowd events at various locations and for devising different crowd control planning strategies.","PeriodicalId":117256,"journal":{"name":"2019 European Intelligence and Security Informatics Conference (EISIC)","volume":"136 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115889187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 3

EISIC 2019 Keynotes

2019 European Intelligence and Security Informatics Conference (EISIC) Pub Date : 2019-11-01 DOI: 10.1109/eisic49498.2019.9108893

M. Thoma, Ian Oliver, Juha Röning, Madhusanka Liyanage, T. Hoàng

引用次数: 0

A comparative study of clustering methods using word embeddings 基于词嵌入的聚类方法的比较研究

2019 European Intelligence and Security Informatics Conference (EISIC) Pub Date : 2019-11-01 DOI: 10.1109/EISIC49498.2019.9108898

N. Bastas, George Kalpakis, T. Tsikrika, S. Vrochidis, Y. Kompatsiaris

{"title":"A comparative study of clustering methods using word embeddings","authors":"N. Bastas, George Kalpakis, T. Tsikrika, S. Vrochidis, Y. Kompatsiaris","doi":"10.1109/EISIC49498.2019.9108898","DOIUrl":"https://doi.org/10.1109/EISIC49498.2019.9108898","url":null,"abstract":"Grouping large amounts of data is critical for various tasks, including the identification of content on a specific topic of interest (such as terrorism-related content) within a collection of material gathered from online sources. Various existing approaches typically extract relevant features using topic distributions and/or embedding methods, and subsequently apply clustering techniques in the derived representation space. In this work, we present a comparative study using Latent Dirichlet Allocation (LDA), Paragraph-Vector Distributed Bag-of-Words (PV-DBOW), and Paragraph-Vector Distributed Memory (PV-DM) models as representation methods, in conjunction with five traditional clustering algorithms, namely k-means, spherical k-means, possibilistic fuzzy c-means, agglomerative clustering and NMF, on two publicly available and one proprietary datasets. Fifteen combinations are formed which are assessed using external clustering validity measures, such as Adjusted Mutual Information (AMI) and Adjusted Rand Index (ARI) against available ground-truth. Our results indicate that using PV-DBOW leads in general to better clustering performance in all datasets.","PeriodicalId":117256,"journal":{"name":"2019 European Intelligence and Security Informatics Conference (EISIC)","volume":"12 11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124334183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2