Universal formula search method
A search method and formula technology, applied in the field of search engines, can solve problems such as information loss and inability to guarantee semantic equivalence, achieve high economic and social benefits, expand the scope of use and business, and increase revenue.
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Embodiment 1
[0044] Establish an index library based on the original mathematical dictionary library, index commonly used formulas and corresponding IDs; prepare original data, preprocess the original data, and set the parameter K; input formulas in the browser, and use word segmentation technology to convert them in the background The Latex format is ax^{2}+bx+c=0; run the searcher, and the searcher runs multiple crawlers to search for data in parallel in the webpage; the content contained in the webpage ax^{2}+bx+c= 0 web pages are downloaded, compressed and stored in the original web page database; according to the content, the word segmentation technology is used to decompose it into ax^{2}, bx, c for indexing; according to the content of the web page, combined with the index table and the original mathematical dictionary library, the output is generated Formula; use the KNN algorithm, set the parameter K, and maintain a priority queue with a size of K from large to small according to t...
Embodiment 2
[0046]Establish an index library based on the original mathematical dictionary library, index commonly used formulas and corresponding IDs; prepare original data, preprocess the original data, and set the parameter K; input formulas in the browser, and use word segmentation technology to convert them in the background The Latex format is \sin\left ( 3x+\frac{\pi}{6} \right ); run the searcher, and the searcher runs multiple crawlers to search data in parallel in the webpage; the webpage contains the content \sin\ The left ( 3x+\frac{\pi}{6} \right ) webpage is downloaded, compressed and stored in the original webpage database; according to the content, it is decomposed into \sin, \left(, 3x, \frac{\pi }{6} , \right ) for indexing; according to the content of the webpage combined with the index table and the original mathematical dictionary library, generate the formula to be output; use the KNN algorithm, set the parameter K, and maintain a Euclidean distance with a size of K A...
Embodiment 3
[0048] Establish an index library based on the original mathematical dictionary library, index commonly used formulas and corresponding IDs; prepare original data, preprocess the original data, and set the parameter K; input formulas in the browser, and use word segmentation technology to convert them in the background Run the searcher for Latex format \lim_{n\rightarrow \infty}\left ( 1+\frac{1}{n} \right )^{n}, the searcher runs multiple crawlers to process data in parallel in the web page Search; download the webpage containing content \lim_{n\rightarrow \infty}\left ( 1+\frac{1}{n} \right )^{n} in the webpage, compress and store it in the original webpage database; according to the content Use word segmentation technology to decompose it into \lim_{n\rightarrow \infty}, \left ( 1+\frac{1}{n} \right )^{n}) for indexing; combine index table and original Mathematical dictionary library to generate formulas to be output; use KNN algorithm, set parameter K, maintain a priority ...
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