By Debbie Richards, Kathrin Boettger, Oscar Aguilera (auth.), Bob McKay, John Slaney (eds.)
This booklet constitutes the refereed lawsuits of the fifteenth Australian Joint convention on man made Intelligence, AI 2002, held in Canberra, Australia in December 2002.
The sixty two revised complete papers and 12 posters offered have been conscientiously reviewed and chosen from 117 submissions. The papers are prepared in topical sections on common language and data retrieval, wisdom illustration and reasoning, deduction, studying conception, brokers, clever structures. Bayesian reasoning and class, evolutionary algorithms, neural networks, reinforcement studying, constraints and scheduling, neural community functions, satisfiability reasoning, computer studying purposes, fuzzy reasoning, and case-based reasoning.
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Additional resources for AI 2002: Advances in Artificial Intelligence: 15th Australian Joint Conference on Artificial Intelligence Canberra, Australia, December 2–6, 2002 Proceedings
The information source that gave the best performance overall (WordNet) generated a moderate number of medium quality paraphrases per query (compared to Webster, which yielded many poor quality paraphrases per query, and Webster+WordNet, which generated a few high quality paraphrases per query). References 1. : Introduction to WordNet: An on-line lexical database. Journal of Lexicography 3 (1990) 235–244 2. : Automatic query expansion using SMART. : The Third Text REtrieval Conference (TREC3). National Institute of Standards and Technology Special Publication (1995) 3.
Who be the grecian divinity of the sea ? who be the grecian divinity of the ocean ? who be the hellenic divinity of the sea ? Webster+WordNet who invent television ? who invent tv ? who forge tv ? who invent video ? who invent telly ? who forge television ? who forge video ? who forge telly ? who fabricate television ? who fabricate tv ? who fabricate video ? the document retrieval process. In this approach, the TFIDF scores will be weighted by the similarity scores, yielding the following equation instead of Equation 5 (recall that the 0-th paraphrase is the lemmatized query) N DS k,i = PF(Pi ) × sim(li,j , l0,j ) × tfidf(Dk , li,j ) (7) j=1 5 Sample Results Table 1 shows the top 10 paraphrases (in ranked order of their score) generated by our system for two sample queries using the three information sources (the lemmatized query is listed first and shown in italics).
Who devise television ? who forge tv ? who invent video ? who invent telly ? who contrive television ? who contrive tv ? Who is the Greek God of the Sea ? Webster who be the greek god of the sea ? who be the greek god of the profound ? who be the greek god of the swell ? who be the greek god of the surf ? who be the greek god of the terra ? who be the greek god of the wae ? who be the greek god of the salina ? who be the greek god of the seacoast ? who be the greek god of the apogee ? who be the greek god of the river ?