Social, Cultural, and Behavioral Modeling [electronic resource] : 17th International Conference, SBP-BRiMS 2024, Pittsburgh, PA, USA, September 18-20, 2024, Proceedings / edited by Robert Thomson, Aravind Hariharan, Scott Renshaw, Samer Al-khateeb, Annetta Burger, Patrick Park, Aryn Pyke.

Colaborador(es): Thomson, Robert [editor.] | Hariharan, Aravind [editor.] | Renshaw, Scott [editor.] | Al-khateeb, Samer [editor.] | Burger, Annetta [editor.] | Park, Patrick [editor.] | Pyke, Aryn [editor.] | SpringerLink (Online service)Tipo de material: TextoTextoSeries Lecture Notes in Computer Science ; 14972Editor: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edición: 1st ed. 2024Descripción: XV, 258 p. 80 illus., 76 illus. in color. online resourceTipo de contenido: text Tipo de medio: computer Tipo de portador: online resourceISBN: 9783031722417Tema(s): Social sciences -- Data processing | Computer networks  | Application software | Machine learning | Database management | Computer Application in Social and Behavioral Sciences | Computer Communication Networks | Computer and Information Systems Applications | Machine Learning | Database ManagementFormatos físicos adicionales: Printed edition:: Sin título; Printed edition:: Sin títuloClasificación CDD: 300.00285 Clasificación LoC:H61.3Recursos en línea: Libro electrónicoTexto
Contenidos:
-- Advancements in Tools and Theory. -- Explicit Stance Detection in the Political Domain: A New Concept and Associated Dataset for Model Development. -- Multimodal LLMs Struggle with Basic Visual Network Analysis: a VNA Benchmark. -- Tiny-BotBuster: Identifying Automated Political Coordination in Digital Campaigns. -- SAARTHI: Smart Auto Assessment and Roadside Technical Help Interface. -- Comparing Similarity and Homophily-Based Cognitive Models of Influence and Conformity. -- Developing Epidemiological Models with Differentiated Infected Intensity. -- VSM-ACT-R: Toward Using Cognitive Architecture For Manufacturing Solutions. -- User-donated screenshots analysis: feasibility of a new approach to collect objective social media app usage in adolescents. -- Extending VRAT: from 3D eye tracking visualization to enabling ACT-R to interact with virtual reality environments. -- A Tool for Distributed Collaborative Causal Discovery. -- A Cognitive Slack Approach to Organizational Design. -- Data-Driven Approaches. -- Moderating Democratic Discourse with LLMs. -- Deciphering Emotional and Linguistic Patterns in Reddit Suicidal Discourse. -- Extractive Question Answering for Spanish and Arabic Political Text. -- Accountability in Search Engine Manipulation: A Case Study of the Iranian News Ecosystem. -- Analyzing and Predicting Meetup Mobs Outcome Via Statistical Analysis and Deep Learning. -- Drivers of True and False Information Spread: A Causal Study of User Sharing Behaviors. -- Examining Socio-Economic Isolation in Urban Spaces. -- Ablation Studies in Protest Networks: The Role of Influential Agents in Shaping Protests. -- Unveiling Bias in YouTube Shorts: Analyzing Thumbnail Recommendations and Topic Dynamics. -- Moral and emotional influences on attitude stability towards COVID-19 vaccines on social media. -- The Life of a Tie: Social Origins of Network Diversity. -- Integrated Content-Graph Analysis to Characterize Social Media Conversations During Disaster Evacuations. -- Assessing the Sociocultural Alignment of Large Language Models: An Empirical Study of Chinese-Speaking Populations.
En: Springer Nature eBookResumen: This book constitutes the proceedings of the 17th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2024, which was held in Pittsburgh, PA, USA, during September 18-20, 2024. The 24 full papers presented in this volume were carefully reviewed and selected from 54 submissions. They are grouped into the following topics: advancements in tools and theory; data-driven approaches.
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-- Advancements in Tools and Theory. -- Explicit Stance Detection in the Political Domain: A New Concept and Associated Dataset for Model Development. -- Multimodal LLMs Struggle with Basic Visual Network Analysis: a VNA Benchmark. -- Tiny-BotBuster: Identifying Automated Political Coordination in Digital Campaigns. -- SAARTHI: Smart Auto Assessment and Roadside Technical Help Interface. -- Comparing Similarity and Homophily-Based Cognitive Models of Influence and Conformity. -- Developing Epidemiological Models with Differentiated Infected Intensity. -- VSM-ACT-R: Toward Using Cognitive Architecture For Manufacturing Solutions. -- User-donated screenshots analysis: feasibility of a new approach to collect objective social media app usage in adolescents. -- Extending VRAT: from 3D eye tracking visualization to enabling ACT-R to interact with virtual reality environments. -- A Tool for Distributed Collaborative Causal Discovery. -- A Cognitive Slack Approach to Organizational Design. -- Data-Driven Approaches. -- Moderating Democratic Discourse with LLMs. -- Deciphering Emotional and Linguistic Patterns in Reddit Suicidal Discourse. -- Extractive Question Answering for Spanish and Arabic Political Text. -- Accountability in Search Engine Manipulation: A Case Study of the Iranian News Ecosystem. -- Analyzing and Predicting Meetup Mobs Outcome Via Statistical Analysis and Deep Learning. -- Drivers of True and False Information Spread: A Causal Study of User Sharing Behaviors. -- Examining Socio-Economic Isolation in Urban Spaces. -- Ablation Studies in Protest Networks: The Role of Influential Agents in Shaping Protests. -- Unveiling Bias in YouTube Shorts: Analyzing Thumbnail Recommendations and Topic Dynamics. -- Moral and emotional influences on attitude stability towards COVID-19 vaccines on social media. -- The Life of a Tie: Social Origins of Network Diversity. -- Integrated Content-Graph Analysis to Characterize Social Media Conversations During Disaster Evacuations. -- Assessing the Sociocultural Alignment of Large Language Models: An Empirical Study of Chinese-Speaking Populations.

This book constitutes the proceedings of the 17th International Conference on Social, Cultural, and Behavioral Modeling, SBP-BRiMS 2024, which was held in Pittsburgh, PA, USA, during September 18-20, 2024. The 24 full papers presented in this volume were carefully reviewed and selected from 54 submissions. They are grouped into the following topics: advancements in tools and theory; data-driven approaches.

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