directed acyclic word graph

(data structure)

Definition: (1) A directed acyclic graph representing the suffixes of a given string in which each edge is labeled with a character. The characters along a path from the root to a node are the substring which the node represents. (2) A finite state machine that recognizes a set of words.

Also known as DAWG.

See also compact DAWG, suffix tree, trie, Patricia tree, suffix automaton.

Note: A variant, the compact DAWG, labels the edges with strings, not just single characters. In the compact DAWG, any node which is an only child is merged with its parent and the edge labels are concatenated. Another variant is the morphic DAWG, where some substrings are coded with new characters, like a simplified Huffman coding.

Author: PEB

More information

(1) Andrew W. Appel and Guy J. Jacobson, The World's Fastest Scrabble Program, CACM, 31(5):572-578, May 1988. Good description and comparison with a trie.

M. Crochemore and R. Verin, Direct Construction of Compact Directed Acyclic Word Graphs, 8th Annual Symposium, CPM 97, Aarhus, Denmark, 116-129, 1997.

(2) J. Aoe, K. Morimoto, M. Shishibori and K-H. Park, A Trie Compaction Algorithm for a Large Set of Keys, IEEE Trans. Knowledge and Data Engineering, 8(3):476-491, 1996.

D. Perrin, Finite Automata, in: J. van Leeuwen, ed., Handbook of Theoretical Computer Science, Elsevier, Amsterdam, Vol. A, 3-57, 1990.

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Entry modified 13 June 2022.
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Paul E. Black, "directed acyclic word graph", in Dictionary of Algorithms and Data Structures [online], Paul E. Black, ed. 13 June 2022. (accessed TODAY) Available from: