IROct 25, 2018

Expedition: A Time-Aware Exploratory Search System Designed for Scholars

arXiv:1810.10769v124 citations
Originality Synthesis-oriented
AI Analysis

It addresses the specific needs of scholars in archival research, though it is incremental as it builds on existing time-aware search systems by tailoring features for this user group.

The paper tackles the problem of designing a time-aware exploratory search system specifically for scholars, who have complex information needs and require corpus creation support, by presenting Expedition, which includes retrieval models, a newspaper-style interface, entity filters, and an interactive timeline.

Archives are an important source of study for various scholars. Digitization and the web have made archives more accessible and led to the development of several time-aware exploratory search systems. However these systems have been designed for more general users rather than scholars. Scholars have more complex information needs in comparison to general users. They also require support for corpus creation during their exploration process. In this paper we present Expedition - a time-aware exploratory search system that addresses the requirements and information needs of scholars. Expedition possesses a suite of ad-hoc and diversity based retrieval models to address complex information needs; a newspaper-style user interface to allow for larger textual previews and comparisons; entity filters to more naturally refine a result list and an interactive annotated timeline which can be used to better identify periods of importance.

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

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