基于微博語義分析的重慶主城區(qū)風(fēng)貌感知評價
發(fā)布時間:2018-04-11 12:35
本文選題:城市風(fēng)貌感知與評價 + 新浪微博 ; 參考:《地理科學(xué)進(jìn)展》2017年09期
【摘要】:采用社交網(wǎng)絡(luò)數(shù)據(jù)對城市進(jìn)行感知與評價是一種新的城市感知定量研究方法。本文將新浪微博簽到數(shù)據(jù)作為城市感知的數(shù)據(jù)來源,通過文本挖掘和語義分析方法,探索用戶對重慶主城區(qū)城市風(fēng)貌的感知與評價。針對重慶主城區(qū)特色風(fēng)貌片區(qū),研究形成了簽到地圖、情緒地圖和對象地圖。簽到地圖客觀反映重慶主城區(qū)新浪微博用戶活躍程度的空間分布特征;情緒地圖挖掘活躍用戶對空間的情緒表達(dá)和正負(fù)面態(tài)度;對象地圖解析出現(xiàn)這種簽到熱力分布和情緒分布的原因,發(fā)現(xiàn)引發(fā)正負(fù)面態(tài)度的情緒對象。通過分析用戶對規(guī)劃師所設(shè)定的風(fēng)貌要素載體的典型意見,將要素載體歸納為有感知積極、有感知消極、無感知和有感知未設(shè)定4類。今后應(yīng)進(jìn)一步從要素識別和價值判斷兩個方面為規(guī)劃師塑造和管控城市風(fēng)貌提供參考意見。
[Abstract]:The use of social network data perception and evaluation of city is a new city perception quantitative research methods. This paper will Sina micro-blog sign data as city perception data sources, through text mining and semantic analysis, explore user perception and evaluation of the urban area of Chongqing city. According to the features of the main city of Chongqing area, research the formation of the sign map, map and map objects. In the emotional map objectively reflect the main city of Chongqing Sina micro-blog users active degree of spatial distribution; emotional expression and emotional map of mining positive and negative active users of space plane attitude; object map analysis the thermal distribution and distribution of emotion in reason, found that the cause of positive and negative emotional attitude object. Through the typical views style vector elements analysis set by the user of the planner, will be summarized as vector elements There are 4 types of perception: positive, negative, unconscious, and unperceived. In the future, we should further provide two references for planners to shape and control urban style.
【作者單位】: 重慶市規(guī)劃設(shè)計(jì)研究院;四川美術(shù)學(xué)院公共藝術(shù)學(xué)院;
【基金】:中華人民共和國住房和城鄉(xiāng)建設(shè)部科技計(jì)劃項(xiàng)目(2017-R2-022)~~
【分類號】:F299.27;G254
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