4 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…