'%3e%3cpath%20id='Union_1'%20data-name='Union%201'%20d='M-5781,4536a7.008,7.008,0,0,1-7-7V4303a7.008,7.008,0,0,1,7-7h406a7.007,7.007,0,0,1,7,7v226a7.007,7.007,0,0,1-7,7Zm296.87-59.21h.429a34.709,34.709,0,0,0,13.062,12.363,41.318,41.318,0,0,0,19.833,4.623,44.184,44.184,0,0,0,18.991-4.085,41.906,41.906,0,0,0,14.738-11.663,54.459,54.459,0,0,0,9.538-18.357,81.868,81.868,0,0,0,3.389-24.161,76.7,76.7,0,0,0-3.524-23.615,56.05,56.05,0,0,0-9.833-18.417,44.205,44.205,0,0,0-15.033-11.965,43.653,43.653,0,0,0-19.125-4.268,41.589,41.589,0,0,0-10.4,1.253,33.377,33.377,0,0,0-8.442,3.451,35.836,35.836,0,0,0-11.906,11.636h-.645v-56.76H-5512.3V4490.55h28.165v-13.759h0Zm-86.973-77.544a16.939,16.939,0,0,1,5.783,2.644,11.2,11.2,0,0,1,3.483,4.136,12.285,12.285,0,0,1,1.165,5.4,7.957,7.957,0,0,1-1.6,5.124,11.352,11.352,0,0,1-4.881,3.289c-4.365,1.74-10.826,2.737-20.184,4.059-14.33,2.012-24.288,5.163-31.337,9.917a31.516,31.516,0,0,0-5.4,4.564,26.736,26.736,0,0,0-4.077,5.686,28.308,28.308,0,0,0-2.576,6.949,37.143,37.143,0,0,0-.9,8.358,35.863,35.863,0,0,0,2.84,14.526,28.821,28.821,0,0,0,7.937,10.576c6.757,5.661,16.339,8.653,27.709,8.653,8.826,0,15.771-1.4,21.231-4.272a27.467,27.467,0,0,0,6.464-4.706,35.968,35.968,0,0,0,4.769-5.857h.43c.566,4.336,1.621,9.981,3.44,12.255h28.166v-1.075c-2.6-1.952-3.87-6.946-3.87-15.266v-56.115a52.109,52.109,0,0,0-2.6-17.232,33.613,33.613,0,0,0-3.363-6.962,30,30,0,0,0-4.84-5.8,32.371,32.371,0,0,0-6.393-4.587,41.66,41.66,0,0,0-8.02-3.333,73.776,73.776,0,0,0-21.226-2.722,68.568,68.568,0,0,0-20.907,2.958,41.752,41.752,0,0,0-14.62,7.955,33.743,33.743,0,0,0-8.735,11.583,37.016,37.016,0,0,0-3.252,13.84h26.014c.436-5.33,2.334-9.154,5.806-11.691,3.489-2.55,8.553-3.79,15.479-3.79A31.85,31.85,0,0,1-5571.1,4399.246Zm-172.534,91.3h31.174v-63.64h66.866v-26.66h-66.866v-36.98h78.9v-26.446h-110.079Zm565.082,0V4336.825h31.175V4490.55Zm-47.3,0-10.319-32.68h-55.47l-10.105,32.68h-31.605l53.535-153.725h32.25l54.179,153.725Zm-44.72-100.835-13.76,44.29h40.635l-13.76-44.29c-2.58-8.169-6.234-23.649-6.234-23.649h-.43S-5267.994,4381.545-5270.574,4389.715Zm-322.508,82.258a15.1,15.1,0,0,1-5.428-2.385,10.732,10.732,0,0,1-3.494-4.32,15.912,15.912,0,0,1-1.237-6.538,14.009,14.009,0,0,1,1.415-6.557,12.537,12.537,0,0,1,4.256-4.622c3.37-2.3,8.331-4.04,17.119-6.021l1.478-.346.119-.028c6.9-1.614,14.042-3.283,18.828-6.076v16.555a18.766,18.766,0,0,1-1.707,7.828,20.2,20.2,0,0,1-5.012,6.739,24.3,24.3,0,0,1-8.156,4.724,33.506,33.506,0,0,1-11.14,1.779A30.49,30.49,0,0,1-5593.083,4471.973Zm116.477-11.683c-4.641-5.844-7.1-14.189-7.1-24.135,0-10.853,1.936-19.36,5.752-25.289a20.911,20.911,0,0,1,7.853-7.334,25.024,25.024,0,0,1,11.765-2.637,22.381,22.381,0,0,1,10.724,2.537,21.5,21.5,0,0,1,7.66,7.112,34.013,34.013,0,0,1,4.595,10.941,59.734,59.734,0,0,1,1.532,14.025,60.268,60.268,0,0,1-1.545,14.254,32.125,32.125,0,0,1-4.528,10.6,20.177,20.177,0,0,1-7.352,6.615,21.564,21.564,0,0,1-10.011,2.281C-5465.25,4469.265-5471.94,4466.162-5476.606,4460.29Z'%20transform='translate(5788%20-4296)'/%3e%3c/g%3e%3c/svg%3e)
Exploring Innovative Strategies for Teaching English to College Students Based on Data Mining Theory
This paper presents an automated English essay grading system for college students using data mining techniques including shortest edit distance, cosine vector space, and regular matching to provide diagnostic feedback on grammar, vocabulary, and essay structure errors.
Abstract This paper suggests a J2EE framework-based online intelligent diagnostic assessment scheme. The system has the capabilities of teaching, diagnosis, testing, and feedback as auxiliary teaching software through the automated alteration of subjective and objective questions and the individualized design of diagnostic results. Combined with the characteristics of English composition, the research focuses on the use of the shortest editing distance, cosine vector space, regular matching and