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Dynamic Knowledge Interaction


Edition: 1st
Author(s): Nishida; Toyoaki
ISBN10:  0849301130
ISBN13:  9780849301131
Format:  Hardcover
Pub. Date:  3/23/2000
Publisher(s): CRC

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SummaryTable of Contents
Nishida (U. of Tokyo) and fellow Japanese communications researchers describe an interdisciplinary approach to developing an information technology that facilitates the co-evolution of human and knowledge networks in a community. Integrating social psychology, cognitive psychology, and artificial intelligence, they design two personal information management systems to help people build and maintain their personal information environment under conditions of information overload. One enables information to be personalized according to interest; the other provides a simple medium for representing personal profiles and memories. The primary target readers are graduate students starting research in such fields as social informatics or community support systems.
Introduction
1(14)
Background and motivation
1(3)
An interdisciplinary approach to dynamic knowledge interaction
4(2)
Public Opinion Channel
6(7)
Conceptual framework of POC
6(3)
Role of POC
9(1)
Challenges in implementing POC
10(3)
Summary of this book
13(2)
Social Psychological Approach to Knowledge-creating Community
15(44)
Introduction
15(1)
What is a networked community?
16(12)
Definition of `community': beyond the fantastic image
18(3)
A networked community as a group
21(3)
Historical views of communities
24(4)
Two factors preventing dynamic knowledge interaction
28(10)
The pathology of the group
28(4)
The escape from information
32(6)
Problems particular to networks
38(5)
Negative and misunderstood images of the Internet
38(2)
Analyzing anonymity and `flaming' in a network
40(2)
Mura on the network
42(1)
A dry community facilitating dynamic knowledge interaction
43(8)
Dry information versus wet information
43(3)
Explanation power of informational humidity
46(3)
Media theory of an information network
49(2)
Functions to be implemented on POC
51(6)
Protect personal information
52(1)
Consideration of minority opinions
53(1)
Ensure opportunities to presenters
53(1)
Positive reciprocity
54(1)
Tutoring
55(1)
Additional discussions about POC
55(2)
Conclusion
57(2)
Dynamic Knowledge Interaction in Human Cognition
59(46)
Introduction
59(1)
Dynamic knowledge interaction and categorization
60(21)
Important role of categorization in our cognition
60(1)
Traditional research on categorization
61(4)
Categorization and background knowledge
65(8)
FR structure category and background knowledge
73(8)
Experiment
81(21)
Method
81(16)
Results
97(1)
Discussion
98(4)
Conclusion
102(3)
Intelligent Tool for Facilitating Creative Communication
105(26)
Introduction
105(3)
Background and motivation
108(1)
Related work
109(1)
Framework
110(8)
Information preparation by presenters
112(1)
Inferring user interests
113(4)
Information recommendation
117(1)
Visualizing interest spaces
117(1)
Implementation
118(2)
Experiment and evaluation
120(6)
Quantitative analysis of information presentation accuracy
122(2)
Subjective analysis of user's trial
124(1)
Analysis of effects of the system on the change in the user's interest due to interaction with the system
125(1)
Conclusion
126(5)
Associative Representation for Personal Memory Management
131(52)
Introduction
131(3)
Associative representation and CoMeMo are hitecture
134(2)
Associative representation
134(1)
CoMeMo architecture
134(2)
CoMeMo workbench
136(11)
Information exploration facility
137(1)
Cognitive experiment on generation and understanding of associative representation
137(10)
CoMeMo incorporator
147(7)
An interface for knowledge gathering
147(1)
Information capture facility
148(2)
Information integration facility
150(1)
Experiment on information capture and integration facilities
150(4)
Community memory support using associative representation
154(15)
Issues in community memory support
154(1)
InfoCommon
155(2)
Social experiment at the ICMAS'96 mobile assistant project
157(9)
Discussion
166(3)
Externalizing memory using story structure
169(9)
Keys for recalling the context
169(5)
CoMeMo colleague
174(4)
Related work
178(2)
Conclusion
180(3)
Talking Virtualized Egos for Dynamic Knowledge Interaction
183(40)
Introduction
183(1)
Virtualized ego---software agent as alter-ego
184(4)
Role of alter-ego
185(1)
Partial alter-ego
186(1)
Virtualized ego
187(1)
Self-disclosure and knowledge sharing in social interaction
188(4)
From self-disclosure to knowledge sharing
189(2)
Usefulness of supporting information sending and sharing in a community
191(1)
CoMeMo-Community for supporting community knowledge evolution
192(8)
Overview of CoMeMo-Community
192(4)
Circulation of knowledge with associative representation exchange format
196(4)
Visualization of community knowledge interaction TVE metaphor
200(5)
Mechanism of virtual conversation
200(2)
Virtual conversations among virtualized egos over a network
202(3)
Experiment
205(12)
Method
206(1)
Experiment environment
206(3)
Results and discussion
209(8)
Role of CoMeMo-Community in a community
217(3)
CoMeMo-Chat---prototype system of POC
219(1)
Related work
220(1)
Conclusion
221(2)
Multiple-text Summarization for Collective Knowledge Formation
223(24)
Introduction
223(1)
Role of a summary in dynamic knowledge interaction
223(1)
Role of a summary in the public opinion channel
224(1)
Multiple-text summarization for collective knowledge formation
224(3)
Collective knowledge formation process
224(2)
Multiple-text summarization for a community
226(1)
Topic identification based on statistical information
227(7)
Skewness and kurtosis
228(4)
Topic identification
232(2)
Topic-based summarization
234(2)
Topic Showcase
236(3)
Experiment
239(3)
Description of the experiment
239(1)
Results of topic evaluation
240(1)
Results of summary evaluation
241(1)
Results of overall evaluation
242(1)
Discussion
242(2)
Multiple-text summarization using reference information
243(1)
Multiple-text summarization based on information extraction
243(1)
Future work
244(1)
Experiment in an actual community
244(1)
Coherence in a long summary
244(1)
Incorporation of viewpoints in summaries
245(1)
Conclusion
245(2)
Towards a General Understanding of Dynamic Knowledge Interaction
247(10)
What has been achieved in this book
247(2)
A roadmap towards POC
249(1)
From the POC to general dynamic knowledge interaction
250(7)
Bibliography 257(14)
Index 271

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