Data Mining And Analysis Based On Poets' Mobile Data In Tang And Song Dynasties

Poet is an important group in the splendid history and culture of Tang and Song Dynasties.They played different roles,writer,politician or civilian With the records of the poetry and poets'activities,it's an effective method to analyze and mine the culture and social background of the Tang and Song dynasties through the poets of the Tang and Song dynasties.Poems and poets' mobile activities,including individual and collection,are produced and displayed in geospatial space.The behavior and the mobility of the poets in different geographical regions is actually the interaction of space.Through this interaction,the cultural characteristics of the dynasties and the changes of cultural center cities in different dynasties can be further mined.At the same time,the poet's trajectory is visualized and analyzed.Based on the records of the activities of the poets in Tang and Song Dynasties,this study analyzes the changes of cultures in Tang and Song Dynasties based on poets,position and time.In order to analyze the activities of the Tang and Song dynasties,this paper sets up a database for the records of the activities of the Tang and Song poets according to ancient books,like the Whole Song Poetry,the literary Dictionary of the Tang Dynasty,and so on.The data ranges from 566 to 1352,and the main data is concentrated in the Tang and Song dynasties.328 poets were collected,and more than one hundred thousand records of the activities of Tang and Song poets were collected.And based on the mobile trajectory data of the poets,this paper use the spatial PageRank to study and calculate the flow and agglomeration of the poets,and analyzes the main factors that attract the poets of the city,as well as the changes of the cultural center cites in different dynasties.In addition,we sort out the characteristics of the migratory distance of the poets indifferent dynasties,collate and count the number of poets' poetry,and analyze the historical events of the social situations in the past,trying to further deepen the discussion of the rules of the Tang and Song poets' track data and the significance behind them.Finally,through the poet's flow between different cities,the paper analyzes the interaction intensity of different cities and describes the urban structural characteristics of different dynasties.