Use of Laplacian Projection Technique for Summarizing Likert Scale Annotations

This addresses the need for efficient summarization of human judgments in annotation tasks, but appears incremental as it builds on existing graph techniques.

The paper tackles the problem of summarizing Likert scale ratings from human annotators by proposing a novel graph theoretic method, and analyzes its properties using real datasets.