A Functional Model For Information Exploration Systems

TL;DR

This paper introduces a formal framework for information exploration systems that aims to unify and evaluate the range of exploration operations supported by different tools, addressing gaps in expressiveness and understanding.

Contribution

It presents a comprehensive formal model of exploration operations and a new evaluation method to compare exploration tools based on their supported tasks.

Findings

Framework covers most state-of-the-art exploration interfaces

Enables precise comparison of exploration tools

Supports a wide range of exploration tasks

Abstract

Information exploration tasks are inherently complex, ill-structured, and involve sequences of actions usually spread over many sessions. When exploring a dataset, users tend to experiment higher degrees of uncertainty, mostly raised by knowledge gaps concerning the information sources, the task, and the efficiency of the chosen exploration actions, strategies, and tools in supporting the task solution process. Provided these concerns, exploration tools should be designed with the goal of leveraging the mapping between user's cognitive actions and solution strategies onto the current systems' operations. However, state-of-the-art systems fail in providing an expressive set of operations that covers a wide range of exploration problems. There is not a common understanding of neither which operators are required nor in which ways they can be used by explorers. In order to mitigate these shortcomings, this work presents a formal framework of exploration operations expressive enough to describe at least the majority of state-of-the-art exploration interfaces and tasks. We also show how the framework leveraged a new evaluation approach, where we draw precise comparisons between tools concerning the range of exploration tasks they support.