Inquiry-Based Requirements Analysis
IEEE Software
CYC: a large-scale investment in knowledge infrastructure
Communications of the ACM
Using part-of-speech patterns to reduce query ambiguity
SIGIR '02 Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval
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
GOOSE: A Goal-Oriented Search Engine with Commonsense
AH '02 Proceedings of the Second International Conference on Adaptive Hypermedia and Adaptive Web-Based Systems
ACM SIGIR Forum
Understanding user goals in web search
Proceedings of the 13th international conference on World Wide Web
ConceptNet — A Practical Commonsense Reasoning Tool-Kit
BT Technology Journal
Automatic identification of user goals in Web search
WWW '05 Proceedings of the 14th international conference on World Wide Web
Extracting conceptual relationships from specialized documents
Data & Knowledge Engineering - Special issue: ER 2002
Where do Goals Come from: the Underlying Principles of Goal-Oriented Requirements Engineering
RE '05 Proceedings of the 13th IEEE International Conference on Requirements Engineering
InfoScale '06 Proceedings of the 1st international conference on Scalable information systems
Computer
On Goal-based Variability Acquisition and Analysis
RE '06 Proceedings of the 14th IEEE International Requirements Engineering Conference
Data Mining: Practical Machine Learning Tools and Techniques, Second Edition (Morgan Kaufmann Series in Data Management Systems)
Common sense and intelligent user interfaces
Proceedings of the 12th international conference on Intelligent user interfaces
The role of documents vs. queries in extracting class attributes from text
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Query log analysis: social and technological challenges
ACM SIGIR Forum
Improving Identification of Latent User Goals through Search-Result Snippet Classification
WI '07 Proceedings of the IEEE/WIC/ACM International Conference on Web Intelligence
Determining the informational, navigational, and transactional intent of Web queries
Information Processing and Management: an International Journal
Acquiring Explicit User Goals from Search Query Logs
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
The intention behind web queries
SPIRE'06 Proceedings of the 13th international conference on String Processing and Information Retrieval
HLT '11 Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: short papers - Volume 2
Acquiring knowledge about human goals from Search Query Logs
Information Processing and Management: an International Journal
Bootstrapping a Game with a Purpose for Commonsense Collection
ACM Transactions on Intelligent Systems and Technology (TIST)
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Access to knowledge about common human goals has been found critical for realizing the vision of intelligent agents acting upon user intent on the web. Yet, the acquisition of knowledge about common human goals represents a major challenge. In a departure from existing approaches, this paper investigates a novel resource for knowledge acquisition: The utilization of search query logs for this task. By relating goals contained in search query logs with goals contained in existing commonsense knowledge bases such as ConceptNet, we aim to shed light on the usefulness of search query logs for capturing knowledge about common human goals. The main contribution of this paper consists of an empirical study comparing common human goals contained in two large search query logs (AOL and Microsoft Research) with goals contained in the commonsense knowledge base ConceptNet. The paper sketches ways how goals from search query logs could be used to address the goal acquisition and goal coverage problem related to common-sense knowledge bases.