帰納論理プログラミングを用いたグラフィックデザイン知識の獲得

DOI Web Site Web Site 被引用文献1件 参考文献22件

書誌事項

タイトル別名
  • Acquiring Graphic Design Knowledge with Inductive Logic Programming
  • キノウ ロンリ プログラミング オ モチイタ グラフィック デザイン チシキ ノ カクトク

この論文をさがす

抄録

In this paper, we apply Inductive Logic Programming (ILP) to acquire graphic design knowledge. Acquiring design knowledge is a challenging task because such knowledge is complex and vast. We thus focus on principles of layout and constraints that layouts must satisfy to realize automatic layout generation. Although we do not have negative examples in this case, we can generate them randomly by considering that a page with just one element moved is always wrong. Our nonmonotonic learning method introduces a new predicate for exceptions. In our method, the ILP algorithm is executed twice, exchanging positive and negative examples. From our experiments using magazine advertisements, we obtained rules characterizing good layouts and containing relationships between elements. Moreover, the experiments show that our method can learn more accurate rules than normal ILP can.

収録刊行物

被引用文献 (1)*注記

もっと見る

参考文献 (22)*注記

もっと見る

キーワード

詳細情報 詳細情報について

問題の指摘

ページトップへ