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28 March 2024 A word structure similarity framework for Wordle game
Yi Huang, Wenjun Rao, Bin Lao, Wei Lu, Ling Bo Han
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Proceedings Volume 13091, Fifteenth International Conference on Signal Processing Systems (ICSPS 2023); 130912U (2024) https://doi.org/10.1117/12.3023171
Event: Fifteenth International Conference on Signal Processing Systems (ICSPS 2023), 2023, Xi’an, China
Abstract
In 2022, lots of tweets consisting of emoji squares and a few words describing moods emerge on Twitter. In fact, it is the result of a word guessing game called Wordle. In order to figure out the relationship among words in Wordle, this paper tries to study the feedback data of its players and extract useful information to further improve the design of Wordle as well as other games of its kind. Specifically, from the perspective of word structure, strict and fuzzy matching algorithms were designed to simulate the data distribution of target word, while some common structure features of words were extracted and weighted by word frequency. On one hand, the data distribution of the target word is simulated with reference to the words with the most similar structures. On the other hand, the difficulty of a word in the Wordle game was quantified by analyzing the number of player’s tries, and then the difficulty coefficient of each word was calculated. Combined with the above numerical algorithms, the difficulty of the target word was evaluated objectively by the difficulty of its similar word sequences. Experiments showed that the proposed framework achieved good performance on the Wordle dataset. Our work was awarded Honorable Mention in 2023 Mathematical Contest in Modeling (MCM).
(2024) Published by SPIE. Downloading of the abstract is permitted for personal use only.
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Yi Huang, Wenjun Rao, Bin Lao, Wei Lu, and Ling Bo Han "A word structure similarity framework for Wordle game", Proc. SPIE 13091, Fifteenth International Conference on Signal Processing Systems (ICSPS 2023), 130912U (28 March 2024); https://doi.org/10.1117/12.3023171
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KEYWORDS
Data modeling
Feature extraction
Computer simulations
Semantics
Statistical modeling
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