TY - GEN
T1 - Emergence of terminological conventions as an author-searcher coordination game
AU - Bodoff, David
AU - Rafaeli, Sheizaf
PY - 2008
Y1 - 2008
N2 - All information exchange on the Internet - whether through full text, controlled vocabularies, ontologies, or other mechanisms - ultimately requires that that an information provider and seeker use the same word or symbol. In this paper, we investigate what happens when both searchers and authors are dynamically choosing terms to match the other side. With each side trying to anticipate the other, does a terminological convention ever emerge, or do searchers and providers continue to miss potential partners through mis-match of terms? We use a game-theoretic setup to frame questions, and learning theory to make predictions about whether and which term will emerge as a convention.
AB - All information exchange on the Internet - whether through full text, controlled vocabularies, ontologies, or other mechanisms - ultimately requires that that an information provider and seeker use the same word or symbol. In this paper, we investigate what happens when both searchers and authors are dynamically choosing terms to match the other side. With each side trying to anticipate the other, does a terminological convention ever emerge, or do searchers and providers continue to miss potential partners through mis-match of terms? We use a game-theoretic setup to frame questions, and learning theory to make predictions about whether and which term will emerge as a convention.
KW - Game theory
KW - Learning
KW - Manual indexing
UR - http://www.scopus.com/inward/record.url?scp=57349191465&partnerID=8YFLogxK
U2 - 10.1145/1367497.1367642
DO - 10.1145/1367497.1367642
M3 - Conference contribution
AN - SCOPUS:57349191465
SN - 9781605580852
T3 - Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08
SP - 1033
EP - 1034
BT - Proceeding of the 17th International Conference on World Wide Web 2008, WWW'08
T2 - 17th International Conference on World Wide Web 2008, WWW'08
Y2 - 21 April 2008 through 25 April 2008
ER -