the proceedings contain 183 papers. the topics discussed include: local edge dynamics and opinion polarization;never too late to learn: regularizing gender bias in coreference resolution;marginal-certainty-aware fair ...
ISBN:
(纸本)9781450394079
the proceedings contain 183 papers. the topics discussed include: local edge dynamics and opinion polarization;never too late to learn: regularizing gender bias in coreference resolution;marginal-certainty-aware fair ranking algorithm;beyond digital ‘echo chambers’: the role of viewpoint diversity in political discussion;mining user-aware multi-relations for fake news detection in large scale online social networks;mining user-aware multi-relations for fake news detection in large scale online social networks;self-supervised group graph collaborative filtering for group recommendation;towards universal cross-domain recommendation;a personalized neighborhood-based model for within-basket recommendation in grocery shopping;disentangled negative sampling for collaborative filtering;relation preference oriented high-order sampling for recommendation;and minimum entropy principle guided graph neural networks.
the proceedings contain 150 papers. the topics discussed include: graph disentangle causal model: enhancing causal inference in networked observational data;CIMAGE: exploiting the conditional independence in masked gr...
ISBN:
(纸本)9798400713293
the proceedings contain 150 papers. the topics discussed include: graph disentangle causal model: enhancing causal inference in networked observational data;CIMAGE: exploiting the conditional independence in masked graph auto-encoders;a sublinear algorithm for approximate shortest paths in large networks;POLARIS: sampling from the multigraph configuration model with prescribed color assortativity;DiffGraph: heterogeneous graph diffusion model;mitigating overfitting in graph neural networks via feature and hyperplane perturbation;dynamic graph transformer with correlated spatial-temporal positional encoding;S-Diff: an anisotropic diffusion model for collaborative filtering in spectral domain;hyperdimensional representation learning for node classification and link prediction;prospective multi-graph cohesion for multivariate time series anomaly detection;and a contrastive framework with user, item and review alignment for recommendation.
the exponential growth of academic literature presents significant challenges for researchers attempting to find relevant information. Traditional keyword-based retrieval systems often fail to address issues such as s...
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ISBN:
(纸本)9783031785535;9783031785542
the exponential growth of academic literature presents significant challenges for researchers attempting to find relevant information. Traditional keyword-based retrieval systems often fail to address issues such as synonyms, homonyms, and semantic nuances, leading to suboptimal search results. this paper introduces a novel system called IntelliSMART (Intelligent Semantic Machine-Assisted Research Tool), which leverages large language models (LLMs) and advanced semantic processing techniques to improve the retrieval of academic literature. Our approach integrates query rewriting, embedding generation, efficient indexing, and complex article retrieval mechanisms to provide highly accurate and contextually relevant results that align withthe user's intent. the IntelliSMART system features a user-friendly front end that facilitates intuitive query input, along with a robust back end for handling user queries, generating embeddings, indexing extensive collections of academic papers, and efficiently retrieving the most relevant documents. the proposed system shows significant improvements over conventional methods, highlighting its potential to transform the search experience in academic research.
web-based learning is evolving rapidly as traditional search engines are complemented by Large Language Models (LLMs) and other AI technologies. this evolution offers new opportunities, such as automated information s...
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In unsupervised learning, the exploration of large volumes of textual data is a topic of significant interest. In this article, we present our compact and easy-to-use application to explore large volumes of textual da...
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Events like Valentine's Day and Christmas can influence user intent when interacting withsearch engines. For example, a user searching for gift around Valentine's Day is likely to be looking for Valentine'...
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the proceedings contain 109 papers. the special focus in this conference is on Social Networks Analysis and mining. the topics include: Beyond Boundaries: Capturing Social Segregation on160;Hypernetworks;burstiness ...
ISBN:
(纸本)9783031785375
the proceedings contain 109 papers. the special focus in this conference is on Social Networks Analysis and mining. the topics include: Beyond Boundaries: Capturing Social Segregation on Hypernetworks;burstiness in Emotions: A Case Study on Collective Affective Responses in Italian Soccer Fandoms;exploring Crisis-Driven Social Media Patterns: A Twitter dataset of Usage During the Russo-Ukrainian War;PARALLAX: Leveraging Polarization Knowledge for Misinformation Detection;dynamic Inter-organizational Communication Network in a Post-merger Integration;analyzing X’s web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures;fairNet: A Genetic Framework to Reduce Marginalization in Social Networks;Agent-Based Modelling Meets Generative AI in Social Network Simulations;deepFairRank: A Multi-objective Framework for Fair Top-k Node Ranking in Network data;RUMs with Ties: A Discrete Choice Model Allowing Multiple Winners;thresholds as Mechanisms for Weighting Influence in the Linear threshold Rank;parfaite: PageRank-Matrix Factorization for Interpretable Graph Embeddings;Categorising Corruption in the Vaccine Discourse: A General Taxonomy, data Set, and Evaluation of LLMs for Classifying Corruption Dialogue in Social Media;evaluating and Improving Projects’ Bus-Factor: A Network Analytical Framework;towards Generalized Offensive Language Identification;online Social Community Neighborhood Formation;enhancing Stance Classification on Social Media Using Quantified Moral Foundations;on mining Dynamic Graphs for k Shortest Paths;WIBA: What Is Being Argued? A Comprehensive Approach to Argument mining;FReCS: A First Responder Classification System;exploring Behavioral Tendencies on Social Media: A Perspective through Claim Check-Worthiness;you Must Be a Trump Supporter: Political Identity Projections on the Social web;node Generation for Node Classification in Sparsely-Labeled Graphs;the Dawn of Decen
the proceedings contain 109 papers. the special focus in this conference is on Social Networks Analysis and mining. the topics include: Beyond Boundaries: Capturing Social Segregation on160;Hypernetworks;burstiness ...
ISBN:
(纸本)9783031785405
the proceedings contain 109 papers. the special focus in this conference is on Social Networks Analysis and mining. the topics include: Beyond Boundaries: Capturing Social Segregation on Hypernetworks;burstiness in Emotions: A Case Study on Collective Affective Responses in Italian Soccer Fandoms;exploring Crisis-Driven Social Media Patterns: A Twitter dataset of Usage During the Russo-Ukrainian War;PARALLAX: Leveraging Polarization Knowledge for Misinformation Detection;dynamic Inter-organizational Communication Network in a Post-merger Integration;analyzing X’s web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures;fairNet: A Genetic Framework to Reduce Marginalization in Social Networks;Agent-Based Modelling Meets Generative AI in Social Network Simulations;deepFairRank: A Multi-objective Framework for Fair Top-k Node Ranking in Network data;RUMs with Ties: A Discrete Choice Model Allowing Multiple Winners;thresholds as Mechanisms for Weighting Influence in the Linear threshold Rank;parfaite: PageRank-Matrix Factorization for Interpretable Graph Embeddings;Categorising Corruption in the Vaccine Discourse: A General Taxonomy, data Set, and Evaluation of LLMs for Classifying Corruption Dialogue in Social Media;evaluating and Improving Projects’ Bus-Factor: A Network Analytical Framework;towards Generalized Offensive Language Identification;online Social Community Neighborhood Formation;enhancing Stance Classification on Social Media Using Quantified Moral Foundations;on mining Dynamic Graphs for k Shortest Paths;WIBA: What Is Being Argued? A Comprehensive Approach to Argument mining;FReCS: A First Responder Classification System;exploring Behavioral Tendencies on Social Media: A Perspective through Claim Check-Worthiness;you Must Be a Trump Supporter: Political Identity Projections on the Social web;node Generation for Node Classification in Sparsely-Labeled Graphs;the Dawn of Decen
the proceedings contain 109 papers. the special focus in this conference is on Social Networks Analysis and mining. the topics include: Beyond Boundaries: Capturing Social Segregation on160;Hypernetworks;burstiness ...
ISBN:
(纸本)9783031785474
the proceedings contain 109 papers. the special focus in this conference is on Social Networks Analysis and mining. the topics include: Beyond Boundaries: Capturing Social Segregation on Hypernetworks;burstiness in Emotions: A Case Study on Collective Affective Responses in Italian Soccer Fandoms;exploring Crisis-Driven Social Media Patterns: A Twitter dataset of Usage During the Russo-Ukrainian War;PARALLAX: Leveraging Polarization Knowledge for Misinformation Detection;dynamic Inter-organizational Communication Network in a Post-merger Integration;analyzing X’s web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures;fairNet: A Genetic Framework to Reduce Marginalization in Social Networks;Agent-Based Modelling Meets Generative AI in Social Network Simulations;deepFairRank: A Multi-objective Framework for Fair Top-k Node Ranking in Network data;RUMs with Ties: A Discrete Choice Model Allowing Multiple Winners;thresholds as Mechanisms for Weighting Influence in the Linear threshold Rank;parfaite: PageRank-Matrix Factorization for Interpretable Graph Embeddings;Categorising Corruption in the Vaccine Discourse: A General Taxonomy, data Set, and Evaluation of LLMs for Classifying Corruption Dialogue in Social Media;evaluating and Improving Projects’ Bus-Factor: A Network Analytical Framework;towards Generalized Offensive Language Identification;online Social Community Neighborhood Formation;enhancing Stance Classification on Social Media Using Quantified Moral Foundations;on mining Dynamic Graphs for k Shortest Paths;WIBA: What Is Being Argued? A Comprehensive Approach to Argument mining;FReCS: A First Responder Classification System;exploring Behavioral Tendencies on Social Media: A Perspective through Claim Check-Worthiness;you Must Be a Trump Supporter: Political Identity Projections on the Social web;node Generation for Node Classification in Sparsely-Labeled Graphs;the Dawn of Decen
the proceedings contain 109 papers. the special focus in this conference is on Social Networks Analysis and mining. the topics include: Beyond Boundaries: Capturing Social Segregation on160;Hypernetworks;burstiness ...
ISBN:
(纸本)9783031785535
the proceedings contain 109 papers. the special focus in this conference is on Social Networks Analysis and mining. the topics include: Beyond Boundaries: Capturing Social Segregation on Hypernetworks;burstiness in Emotions: A Case Study on Collective Affective Responses in Italian Soccer Fandoms;exploring Crisis-Driven Social Media Patterns: A Twitter dataset of Usage During the Russo-Ukrainian War;PARALLAX: Leveraging Polarization Knowledge for Misinformation Detection;dynamic Inter-organizational Communication Network in a Post-merger Integration;analyzing X’s web of Influence: Dissecting News Sharing Dynamics through Credibility and Popularity with Transfer Entropy and Multiplex Network Measures;fairNet: A Genetic Framework to Reduce Marginalization in Social Networks;Agent-Based Modelling Meets Generative AI in Social Network Simulations;deepFairRank: A Multi-objective Framework for Fair Top-k Node Ranking in Network data;RUMs with Ties: A Discrete Choice Model Allowing Multiple Winners;thresholds as Mechanisms for Weighting Influence in the Linear threshold Rank;parfaite: PageRank-Matrix Factorization for Interpretable Graph Embeddings;Categorising Corruption in the Vaccine Discourse: A General Taxonomy, data Set, and Evaluation of LLMs for Classifying Corruption Dialogue in Social Media;evaluating and Improving Projects’ Bus-Factor: A Network Analytical Framework;towards Generalized Offensive Language Identification;online Social Community Neighborhood Formation;enhancing Stance Classification on Social Media Using Quantified Moral Foundations;on mining Dynamic Graphs for k Shortest Paths;WIBA: What Is Being Argued? A Comprehensive Approach to Argument mining;FReCS: A First Responder Classification System;exploring Behavioral Tendencies on Social Media: A Perspective through Claim Check-Worthiness;you Must Be a Trump Supporter: Political Identity Projections on the Social web;node Generation for Node Classification in Sparsely-Labeled Graphs;the Dawn of Decen
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