26 citations · 44 across the 10 of their papers we have counts for
11 papers
Interactive Narrative Analytics: Bridging Computational Narrative Extraction and Human Sensemaking
Brian Keith
Information overload and misinformation create significant challenges in extracting meaningful narratives from large news collections. This paper defines the nascent field of Inter…
Explainable AI Components for Narrative Map Extraction
Brian Keith, Fausto German, Eric Krokos +2
As narrative extraction systems grow in complexity, establishing user trust through interpretable and explainable outputs becomes increasingly critical. This paper presents an eval…
Narrative Trails: A Method for Coherent Storyline Extraction via Maximum Capacity Path Optimization
Fausto German, Brian Keith, Chris North
Traditional information retrieval is primarily concerned with finding relevant information from large datasets without imposing a structure within the retrieved pieces of data. How…
Semi-Supervised Image-Based Narrative Extraction: A Case Study with Historical Photographic Records
Fausto German, Brian Keith, Mauricio Matus +2
This paper presents a semi-supervised approach to extracting narratives from historical photographic records using an adaptation of the narrative maps algorithm. We extend the orig…
Evaluating the Ability of Computationally Extracted Narrative Maps to Encode Media Framing
Sebastián Concha Macías, Brian Keith Norambuena
Narratives serve as fundamental frameworks in our understanding of the world and play a crucial role in collaborative sensemaking, providing a versatile foundation for sensemaking.…
A Survey on Event-based News Narrative Extraction
Brian Keith Norambuena, Tanushree Mitra, Chris North
Narratives are fundamental to our understanding of the world, providing us with a natural structure for knowledge representation over time. Computational narrative extraction is a…
Mixed Multi-Model Semantic Interaction for Graph-based Narrative Visualizations
Brian Keith Norambuena, Tanushree Mitra, Chris North
Narrative sensemaking is an essential part of understanding sequential data. Narrative maps are a visual representation model that can assist analysts to understand narratives. In…
Characterizing Social Movement Narratives in Online Communities: The 2021 Cuban Protests on Reddit
Brian Felipe Keith Norambuena, Tanushree Mitra, Chris North
Social movements are dominated by storytelling, as narratives play a key role in how communities involved in these movements shape their identities. Thus, recognizing the accepted…
Design guidelines for narrative maps in sensemaking tasks
Brian Felipe Keith Norambuena, Tanushree Mitra, Chris North
Narrative sensemaking is a fundamental process to understand sequential information. Narrative maps are a visual representation framework that can aid analysts in their narrative s…
Narrative Sensemaking: Strategies for Narrative Maps Construction
Brian Felipe Keith Norambuena, Tanushree Mitra, Chris North
Narrative sensemaking is a fundamental process to understand sequential information. Narrative maps are a visual representation framework that can aid analysts in this process. The…
Narrative Maps: An Algorithmic Approach to Represent and Extract Information Narratives
Brian Keith, Tanushree Mitra
Narratives are fundamental to our perception of the world and are pervasive in all activities that involve the representation of events in time. Yet, modern online information syst…