Natural language requests involving vague spatial concepts are not easily communicated to a GIS because the meaning of spatial concepts depends largely on the contexts (such as task, spatial contexts, and user's personal background) that may or may not be available or specified in the system. To address such problems, we developed a collaborative dialogue approach that enables the system and the user to construct shared knowledge about relevant contexts. The system is able to anticipate what contextual knowledge must be shared, and to form a plan to exchange contextual information based on the sys- tem's belief on who knows what. To account those user contexts that are not easily communicated by language, direct feedback approach is used to refine the system's belief so that the intended meaning is properly grounded. The ap- proach is implemented as a dialogue agent, GeoDialogue, and is illustrated through an example dialogue involving the communication of the vague spatial concept near.
['Guoray Cai', 'Hongmei Wang', 'Alan M. MacEachren']
Communicating Vague Spatial Concepts in Human-GIS Interactions: A Collaborative Dialogue Approach