DocumentCode
2384590
Title
Recognizing and understanding time-terms in communication
Author
Leach, Nathan ; Cheng, Kam-Hoi
Author_Institution
Comput. Sci. Dept., Univ. of Houston, Houston, TX, USA
fYear
2011
fDate
9-12 Oct. 2011
Firstpage
3023
Lastpage
3028
Abstract
Time-terms are used by humans to indicate a temporal frame of reference during communication with one another. The frame of time is used to indicate whether an action or event has happened in the past, is currently taking place, or will happen in the future. These terms may specify an amount of time in the form of a time difference value, a specific time moment or time period in the form of a time concept value, and a time relative to now in the form of time adverbs. In this paper, we describe how a computer program understands time terms when they are expressed in a sentence. Understanding a time-term means to find out exactly what the term stands for when it is used. We discuss what knowledge the program needs to acquire, and describe how the program uses this knowledge to recognize the various kinds of time-terms in a given sentence. We then discuss how the program understands them by classifying time concept values and time adverbs into the categories of time period and time moment. Finally, we present how to combine time-terms into a single time period or time moment when multiple terms are presented in a sentence introduced by various prepositions, e.g., at noon on Tuesday of next week. It allows the program to use the understanding to perform simple reasoning about the relationships, such as starts before or ends after, between two given time-terms or events.
Keywords
inference mechanisms; knowledge acquisition; computer program; human communication; knowledge acquisition; knowledge recognition; reasoning; time adverbs; time concept value; time difference value; time-term recognition; time-term understanding; Clocks; Cognition; Computers; Hidden Markov models; Humans; Libraries; Search problems; common-sense reasoning; knowledge-based systems; natural language processing; time adverbs; time terms;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man, and Cybernetics (SMC), 2011 IEEE International Conference on
Conference_Location
Anchorage, AK
ISSN
1062-922X
Print_ISBN
978-1-4577-0652-3
Type
conf
DOI
10.1109/ICSMC.2011.6084123
Filename
6084123
Link To Document