Research on Corpus-Based Linguistic Feature Analysis and Pattern Recognition in English Majors in Colleges and Universities

Figure 1.

Figure 2.

Figure 3.

The keyword search statistics result

Survey content		The corpus retrieves the sort
		1	2	3	4	5
Mountains of California	Frequency	7905	4741	3849	2612	774
	Key	341.05	339.78	7.46	50.03	17.41
	Key words	the	of	and	in	with
Travel to Alaska	Frequency	5990	3832	2944	1611	865
	Key	108.99	7.31	82.65	3.51	76.44
	Key words	the	and	of	in	on
Long grass	Frequency	4940	2465	2077	1365	1237
	Key	197.58	1.03	33.49	24.60	45.18
	Key words	the	and	of	a	in
Natural path	Frequency	5316	2421	1540	1348	595
	Key	67.03	72.38	1.59	27.44	26.92
	Key words	the	of	a	in	it

The relative common frequency and meaning of behavioral characteristics

Identification code	Tag hierarchy	To manage	To lake	To go very raidly
Tropism	Intransients	0.0143	0.6667	0.9057
	Single sum	0.9571	0.1250	0.0656
	Verb	0.0143	0.1667	0.0123
	Complex verb	0.0143	0.0416	0.0164
Form	Indefinite type	0.1929	0.1250	0.2090
	In present tense	0.1285	0.2500	0.0656
	Now done	0.2500	0.2083	0.2582
	Past	0.1214	0.1667	0.3770
	Past participle	0.2786	0.1667	0.0574
	Imperative sentence	0.0286	0.0833	0.0328

The absolute common frequency and meaning of the behavior eigenvector

Identification code	Tag hierarchy	To manage	To lake	To go very raidly
Tropism	Intransients	2	16	221
	Single sum	134	3	16
	Verb	2	4	3
	Complex verb	2	1	4
Form	Indefinite type	27	3	51
	In present tense	18	6	16
	Now done	35	5	63
	Past	17	4	92
	Past participle	39	4	14
	Imperative sentence	4	2	8

The corpus distribution of corpus is retrieved

Survey item	Look at the corpus				Reference corpus
	Mountains of California	Travel to Alaska	Long grass	Natural path	Walden	Maine forest
Nouns(%)	24.49	24.75	23.08	23.16	17.39	16.64
Verbs (%)	14.13	16.21	16.26	18.87	16.92	12.86
Adjective (%)	11.92	9.84	10.24	7.38	7.39	5.96
Adverb (%)	8.08	7.01	8.85	7.03	7.38	6.81
Numerals (%)	2.27	3.64	2.45	2.31	2.99	2.49

Statistical results of the word frequency of the corpus be

Name of work	Total sentence	is	are	was	were
Mountains of California	2866	1038	729	473	344
Travel to Alaska	2968	514	427	836	549
Long grass	2686	838	319	430	292
Natural path	3022	1167	478	306	266