Kiln is the structure and site to fire and produce ceramic The property of kiln is mainly divided into civil kiln and official kiln The property of Luochong Kiln which is located in the western suburb of ID: 815249
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Slide1
Design of Distributed Factory Fire Alarm System
Kiln is the structure and site to fire and produce ceramic. The property of kiln is mainly divided into civil kiln and official kiln. The property of Luochong Kiln, which is located in the western suburb of Fanchang County, has so far been uncertain. We put forward a method of FP-growth mining to identify the property of Luochong Kiln. We discriminate by comparing Luochong Kiln and Kechong Kiln, both belong to the important parts of Fanchang Kiln, to determine whether there is a difference between the frequent items. Through launching Top-k expert questionnaire and analyzing 100 experts’ discriminant results of the frequent items, we conclude that Luochong Kiln is official kiln.
Abstract
Conclusion
Ceramic is one of the quintessence of Chinese civilization. Although Jingdezhen Kiln is well known around the world, the historical position of some of China ancient kilns is higher than it, and Fanchang Kiln is one of them. Fanchang Kiln was an ancient kiln site which was specialized in producing bluish white porcelain in the middle and lower reaches of the Yangtze River. Recently, many scholars have agreed that the Fanchang Kiln’s porcelain ware was produced during the Five Dynasties and Ten Kingdoms period and Northern Song Dynasty. It is up to now known as China’s earliest producing bluish white porcelain kiln site. Previously, the academic circle believed that Jingdezhen kiln was the earliest kiln firing bluish white porcelain [1]. Therefore, Fanchang Kiln has an important academic significance to research on the origin of China’s southern white porcelain and bluish white porcelain. In 2001, it was announced as a national key cultural relics protection unit by the State Council [2]. Fanchang kiln is not a single kiln site, but a collective name of many ancient kiln sites distributed in the southern and western hilly areas of Fanchang County suburbs [3], mainly includes Kechong, Luochong, Banbian Street, Zhangtang and Liudun and so on. Among the numerous kiln sites, Kechong kiln is the largest and best preserved kiln, and it is the center and representative of Fanchang kiln site. The number of cultural relics unearthed by Kechong kiln is the largest [4]. There are mainly plates, dishes, cups, bowls, powder boxes, bottles, kettles, stoves, jars, porcelain figures, animal toys, and other types. Kechong Kiln is classified as a civil kiln because the quality and type of these utensils belong to the common people's daily ceramics.
The property of Luochong kiln is identified by data-driven method. Firstly, the researchers collected and standardized the samples of porcelain unearthed from Kechong kiln and Luochong kiln which reflect their characteristics. Secondly, using the FP-growth algorithm model, the frequent items are obtained based on two different sample sets, and the Top-k frequent items are taken as the feature models of the two kilns. In order to verify the similarities and differences between the two kilns, we invited 100 experts to conduct a questionnaire survey. Expert survey and demonstration results show that there are significant differences in frequent items between the two sample sets. Because the Kechong kiln has been identified as a civil kiln by academia before, we get the conclusion that Luochong kiln is an official kiln.
Text
Tiejun
Zhu*Anhui Polytechnic UniversityWuhu, 241000, China763174353@qq.com
Fig. 2. Expert Verification Statistics and Analysis Results
Fig 1: An Example of Fp-tree
Yong WanAnhui Polytechnic UniversityWuhu, 241000, China442057053@qq.com
Firstly, through collecting the porcelain samples unearthed from
Kechong
kiln and
Luochong
kiln, standardization work was carried out to extract features. Secondly, based on the sample sets of two kiln utensils, K frequent items are obtained by using FP-growth algorithm. Finally, the similarities and differences between the two frequent item sets were verified by inviting 100 experts from related fields to conduct a questionnaire survey and evaluation. The results show that there are significant differences between the frequent items of the two sample sets
.
Top-K expert questionnaires are sent by separate mail or e-mail solicitation. The whole process lasted 28 days. Statistical analysis based on expert feedback shows that only one expert chose Option A (the characteristics of porcelain samples unearthed from
Kechong
kiln and
Luochong
kiln tend to be identical); seven experts chose Option B (the similarity of the characteristics of porcelain samples unearthed from
Kechong
kiln and
Luochong
kiln is high); and 58 experts chose Option C (Porcelain samples unearthed from
Kechong
kiln and
Luochong
kiln have low similarity in characteristics.) A total of 15 experts chose Option D (the characteristics of porcelain samples unearthed from
Kechong
kiln and
Luochong
kiln are completely different); the rest 19 experts chose Option E (it is difficult to determine the similarities and differences of the characteristics of porcelain samples unearthed from
Kechong
kiln and
Luochong
kiln).