CYC: a large-scale investment in knowledge infrastructure
Communications of the ACM
Open Mind Common Sense: Knowledge Acquisition from the General Public
On the Move to Meaningful Internet Systems, 2002 - DOA/CoopIS/ODBASE 2002 Confederated International Conferences DOA, CoopIS and ODBASE 2002
Learner: a system for acquiring commonsense knowledge by analogy
Proceedings of the 2nd international conference on Knowledge capture
ConceptNet — A Practical Commonsense Reasoning Tool-Kit
BT Technology Journal
How to wreck a nice beach you sing calm incense
Proceedings of the 10th international conference on Intelligent user interfaces
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Can we derive general world knowledge from texts?
HLT '02 Proceedings of the second international conference on Human Language Technology Research
Extended gloss overlaps as a measure of semantic relatedness
IJCAI'03 Proceedings of the 18th international joint conference on Artificial intelligence
An interface for targeted collection of common sense knowledge using a mixture model
Proceedings of the 14th international conference on Intelligent user interfaces
Games for sketch data collection
Proceedings of the 6th Eurographics Symposium on Sketch-Based Interfaces and Modeling
PerspectiveSpace: Opinion Modeling with Dimensionality Reduction
UMAP '09 Proceedings of the 17th International Conference on User Modeling, Adaptation, and Personalization: formerly UM and AH
Completing wikipedia's hyperlink structure through dimensionality reduction
Proceedings of the 18th ACM conference on Information and knowledge management
BagPack: a general framework to represent semantic relations
GEMS '09 Proceedings of the Workshop on Geometrical Models of Natural Language Semantics
Raconteur: from intent to stories
Proceedings of the 15th international conference on Intelligent user interfaces
Finding your way in a multi-dimensional semantic space with luminoso
Proceedings of the 15th international conference on Intelligent user interfaces
No Code Required: Giving Users Tools to Transform the Web
No Code Required: Giving Users Tools to Transform the Web
Common sense computing: from the society of mind to digital intuition and beyond
BioID_MultiComm'09 Proceedings of the 2009 joint COST 2101 and 2102 international conference on Biometric ID management and multimodal communication
Managing ambiguity in programming by finding unambiguous examples
Proceedings of the ACM international conference on Object oriented programming systems languages and applications
End-user feature labeling: a locally-weighted regression approach
Proceedings of the 16th international conference on Intelligent user interfaces
Intelligent assistance for conversational storytelling using story patterns
Proceedings of the 16th international conference on Intelligent user interfaces
Raconteur: integrating authored and real-time social media
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Web Wisdom: An essay on how Web 2.0 and Semantic Web can foster a global knowledge society
Computers in Human Behavior
Visualizing common sense connections with Luminoso
Proceedings of the first international workshop on Intelligent visual interfaces for text analysis
Towards an RDF encoding of ConceptNet
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part III
WI-IAT '11 Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Sentic computing: exploitation of common sense for the development of emotion-sensitive systems
COST'09 Proceedings of the Second international conference on Development of Multimodal Interfaces: active Listening and Synchrony
Capability modeling of knowledge-based agents for commonsense knowledge integration
PRIMA'11 Proceedings of the 14th international conference on Agents in Principle, Agents in Practice
Automatically structuring domain knowledge from text: An overview of current research
Information Processing and Management: an International Journal
Resource-bounded crowd-sourcing of commonsense knowledge
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Three
Planning for Reasoning with Multiple Common Sense Knowledge Bases
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
Common Sense Reasoning for Detection, Prevention, and Mitigation of Cyberbullying
ACM Transactions on Interactive Intelligent Systems (TiiS) - Special Issue on Common Sense for Interactive Systems
SemEval-2012 task 7: choice of plausible alternatives: an evaluation of commonsense causal reasoning
SemEval '12 Proceedings of the First Joint Conference on Lexical and Computational Semantics - Volume 1: Proceedings of the main conference and the shared task, and Volume 2: Proceedings of the Sixth International Workshop on Semantic Evaluation
Using common-sense knowledge in generating stories
PRICAI'12 Proceedings of the 12th Pacific Rim international conference on Trends in Artificial Intelligence
Classifying unlabeled short texts using a fuzzy declarative approach
Language Resources and Evaluation
Crowdsourced ethics with personalized story matching
CHI '13 Extended Abstracts on Human Factors in Computing Systems
| Hi-index | 0.00 |
We are interested in the problem of reasoning over very large common sense knowledge bases. When such a knowledge base contains noisy and subjective data, it is important to have a method for making rough conclusions based on similarities and tendencies, rather than absolute truth. We present Analogy Space, which accomplishes this by forming the analogical closure of a semantic network through dimensionality reduction. It self-organizes concepts around dimensions that can be seen as making distinctions such as "good vs. bad" or "easy vs. hard", and generalizes its knowledge by judging where concepts lie along these dimensions. An evaluation demonstrates that users often agree with the predicted knowledge, and that its accuracy is an improvement over previous techniques.