Events, Topics, Entities and Dynamics

Dynamics in Perception

• Terminology Evolution in Web Archiving: Open Issues (pdf)
• Using Word Sense Discrimination on Historic Document Collections (pdf)
• Bridging the Terminology Gap in Web Archive Search (pdf)

Event Detection

• A Probabilistic Model for Retrospective News Event Detection (pdf)
• On Burstiness-Aware Search for Document Sequences (pdf)
• Resource-Adaptive Real-Time New Event Detection (pdf)
• Analyzing Feature Trajectories for Event Detection (pdf)
• Text Classification and Named Entities for New Event Detection (pdf)
• A System for New Event Detection (pdf)
• Event Identification in Social Media (pdf)

Topic and Entity Extraction

• ESTER: Efficient Search on Text, Entities, and Relations (pdf)
• On-Line LDA: Adaptive Topic Models for Mining Text Streams with Applications to Topic Detection and Tracking (pdf)
• Latent Dirichlet Allocation (pdf)
• Exploiting Locality of Wikipedia Links in Entity Ranking (pdf)

Spatial/Temporal Event Models

• STEvent: Spatio-Temporal Event Model for Social Network Discovery (pdf)
• Temporal and Information Flow Based Event Detection From Social Text Streams (pdf)
• An Ontological Representation of Time Series Observations on the Semantic Sensor Web (pdf)
• Towards a Common Event Model for an Integrated Sensor Information System (pdf)
• Event Detection from Flickr Data through Wavelet-based Spatial Analysis(pdf)

On-line Event Detection

• Event Identification in Social Media / Learning Similarity Metrics in Social Media (pdf)
• Text Classification & Named Entities for NED (pdf)
• On-line NED and Tracking (pdf)
• A study on retrospective & On-line Event Detection (pdf)
• Event Detection and Tracking in Social Streams (pdf)
• Temporal and Information Flow Based Event Detection From Social Text Streams (pdf)

Streaming Algorithms

• Density-Based Clustering over an Evolving Data Stream with Noise (pdf)

Dynamic Weighting

• BursT: A Dynamic Term Weighting Scheme for Mining Microblogging Messages (pdf)