Big Data-driven In situ Design and Digital Preservation of Cultural Heritage in Jiangsu Rural Areas

Figure 1.

Figure 2.

Analysis of the symbol clustering of rural cultural heritage in Jiangsu province

Categories	Symbolic element
B1	Mount the field,Wu jiang silkworm culture,High mail lake wetland
B2	Nanjing yunjin,Yangzhou mess needle embroidery,Xuzhou incense bag,Historic site
B3	The village of Xujin,The village of Kaihonggong
B4	Rice composition,Fishing culture,Tea culture
B5	24 solar terms,Traditional festival
B6	Clothing and clothing,Intercourse,Entertainment
B7	Braid,Sculpt,Printing,Paper cutting,Brewing
B8	Folk story,Willow,Bangzi,Local acrobatics
B9	Pamper,Thrifty
B10	Industry,Talent,Culture,Ecology,Organization

The rural in Jiangsu province is analyzed by the image symbol clustering

Categories	Symbolic element
A1	Lee lane,Panan lake wetland park,People’s commune
A2	Pastoral scenery,Pastoral building,Pastoral life
A3	Country house,Farming
A4	Industrial tourism,Eco-leisure
A5	Red culture,Historical resources,New four army base
A6	Wood carving,Porcelain,Knitting
A7	Country design,Rural transformation
A8	Mugou,Protected landscape
A9	Space organization,Space layout
A10	Sacrificial activity,Blessing culture

Cultural heritage protects text symbols corresponding to emotional words

Categories	Denounce	Degree adverb	Adjective	Verbs
B1	-	Very	Distinctive	-
B2	-	-	-	Publicity
B3	-	-	-	Remodeling
B4	-	-	-	Carry forward
B5	-	-	-	Pass on
B6	-	-	-	Continuance
B7	-	The most	Superb	-
B8	-	The most	Distinctive	-
B9	-	-	-	Carry forward
B10	-	-	-	Develop

Jiangsu village in the land sex design image symbol element

Sort	Symbolic element	Word frequency	Sort	Symbolic element	Word frequency	Sort	Symbolic element	Word frequency
1	Lee lane	324	9	Country house	196	17	Farming	96
2	Pastoral scenery	305	10	Pastoral building	186	18	Country design	94
3	Panan lake wetland park	299	11	Pastoral life	173	19	Rural transformation	87
4	Sacrificial activity	286	12	Porcelain	150	20	Space organization	65
5	People’s commune	263	13	Knitting	144	21	Eco-leisure	61
6	Industrial tourism	255	14	New four army base	137	22	Red culture	59
7	Wood carving	241	15	Mugou	120	23	Historical resources	57
8	Blessing culture	203	16	Protected landscape	113	24	Space layout	55

The emotional words of the text sign in the land design

Categories	Denounce	Degree adverb	Adjective	Verbs
A1	No	-	Satisfactory	-
A2	-	Very	Distinctiv	-
A3	-	-	-	Remodeling
A4	-	-	-	Develop
A5	-	-	-	Develop
A6	-	Very	Precious	-
A7	No	-	-	Positive
A8	No	-	Complete	-
A9		-		Remodeling
A10	No	-	Good	-

The image symbol element of rural cultural heritage in Jiangsu province

Sort	Symbolic element	Word frequency	Sort	Symbolic element	Word frequency	Sort	Symbolic element	Word frequency
1	Historic site	409	12	Culture	279	23	Nanjing yunjin	189
2	Xuzhou incense bag	387	13	Ecology	271	24	Yangzhou mess needle embroidery	186
3	Willow	365	14	Organization	268	25	The village of Xujin	176
4	Bangzi	342	15	Braid	233	26	The village of Kaihonggong	173
5	Paper cutting	337	16	Printing	224	27	Pamper	154
6	Rice composition	322	17	Printing	209	28	Folk story	149
7	Fishing culture	314	18	Mount the field	203	29	Local acrobatics	132
8	Tea culture	301	19	High mail lake wetland	196	30	Traditional festival	128
9	24 solar terms	299	20	Wu jiang silkworm culture	192	31	Clothing and clothing	116
10	Industry	287	21	Thrifty	191	32	Intercourse	98
11	Talent	283	22	Brewing	190	33	Entertainment	63