Design of Intelligent Human Interface - Brief Summary of Research Activities -

Design of Intelligent Human Interface- Brief Summary of Research Activities - Yasufumi Takama Tokyo Institute of Technology （Currently: Tokyo Metropolitan Institute of Technology) PREST, Japan Science and Technology Corporation

VSA 1 Characteristics of VSA • Multi-modal Interface • Face-to-face interaction & speech dialog • Connected with WWW browser • Suitable for users with little knowledge of computers • Applicable to facility guidance systems • Dialog management system (DMS) with learning module • Acquisition of cooperative answering strategy

VSA 2 DMS with Learning Module • Cooperative answer depends on both user’s knowledge & system’s location • E.g. “Where is the library?” • Tell the way from system’s location to the library • Use the landmark that user seems to know • 2 types of knowledge acquisition • Overlay-type user-model to estimate the knowledge state of the present user • Reinforcement learning to acquire location-specific appropriate rules

FISH VIEW 1 Document Ordering while Reading is an Effective Way of Dealing with Vast Collection of Documents Viewpoint-based support by Fisheye Matching Making diagrams Viewpoint extraction Users’ Activity Viewpoint information feature generation Reading documents Retrieving new documents

FISH VIEW 2 Extracted Concepts as Viewpoints • From medical news • From cinema reviews • Categories of action, SF, monster, etc.

Query Network 1 Query Network:Plastic Clustering for Visualization • Clustering-based visualization applied to WWW-IR • Categorization (static, i.e. user independent) • Naive clustering (one-shot, i.e. no inheritance) • K-means, STC, etc. Plastic clustering (gradual formation through a series of IR)

Query Network 2 Analogy to Immune Network • Clusters generated for retrieved documents • Effective cluster can be reused for subsequent retrieval • Various clusters in plastic structure • Antibodies generated for antigens • Activated antibody can be sensitive to next invasion • Various antibodies in plastic structure Activation value calculation based on differential equation of mathematical biology

Design of Intelligent Human Interface - Brief Summary of Research Activities -

Design of Intelligent Human Interface - Brief Summary of Research Activities -

Presentation Transcript

Design basics and rules of human interface

Summary of Design

Summary of NRC HDPE Piping Confirmatory Research Activities

Brief summary of jury comments

Brief Summary of Hamlet

Brief summary of this semester:

BRIEF SUMMARY OF COUNTRY ASSESSMENT

SUMMARY OF ANNUAL ACTIVITIES

A Summary of Interface Principles

SUMMARY OF ANNUAL ACTIVITIES

Brief Summary of Homer’s Odyssey

Brief summary of the project :

Summary of 2012 Activities

Brief Summary of LOTW

A Summary of Interface Principles

A Brief Summary on Research Activities

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SUMMARY OF ANNUAL ACTIVITIES

Summary of WG6 activities