Progressive visual analysis of traffic data based on hierarchical topic refinement and detail analysis

Tao, Yu; Tang, Ying

doi:10.1007/s12650-022-00879-y

Cited by 4 publications

(20 citation statements)

References 35 publications

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“…As can be seen, this is a detailed search direction after the public has a certain desire to purchase Chinese style clothing. In addition, the historical views of 'New Chinese style Cheongsam' exceeded 91.96% of similar topics [11], and the historical views of 'New Chinese style Dress' exceeded 99.43% of similar topics [12].…”

Section: Case Descriptionmentioning

confidence: 94%

“…Little Red Book launched the search topic "New Chinese Style" on November 19, 2018. Since August 6, 2022, the number of page views for the topic "New Chinese Style" has exceeded 99.8% of similar topics [6]. A social media platform called Sina Weibo is designed to provide consumers with a way to interact with brands through official accounts.…”

Section: Case Descriptionmentioning

confidence: 99%

“…The topic of 'New Chinese Style' was launched on June 22, 2021, two years after the topic of 'New Chinese Style' was launched. It is estimated that the total historical views of the 'New Chinese Style outfit sharing' have exceeded 99.72% of similar clothing topics, while the number of participants has reached 26,800 [9].…”

Section: Case Descriptionmentioning

confidence: 99%

“…As compared to the topic of "New Chinese outfit sharing", which was launched in June, this tag clarified in more detail that New Chinese Style refers to a style of dress with distinctive national colors. There have been 1.9362 million historical views of the topic 'New Chinese garment', which is more than 99.08% of similar topics [10].…”

Section: Case Descriptionmentioning

confidence: 99%

See 3 more Smart Citations

Influence of Social Media on the Application of Chinese Traditional Cultural Elements in the Fashion Industry

2023

LNEP

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The New Chinese Style is a popular outfit style in China, but it is still undergoing development. The purpose of this paper is to analyze the relationship between social media and New Chinese Style using a case study approach. According to the results, social media plays an essential role in the development of popular style and communication. The popularity of New Chinese Style on social media is inextricably linked to sales of New Chinese Style garments online shopping, and the comments of users also influence the design direction of New Chinese Style garments. The authenticity of information uploaded to social media should be strictly controlled. In addition, fashion designers should learn what is the true essence of Chinese traditional culture before designing clothes.

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Section: Case Descriptionmentioning

confidence: 94%

Section: Case Descriptionmentioning

confidence: 99%

Section: Case Descriptionmentioning

confidence: 99%

Section: Case Descriptionmentioning

confidence: 99%

See 2 more Smart Citations

Influence of Social Media on the Application of Chinese Traditional Cultural Elements in the Fashion Industry

2023

LNEP

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“…Liu et al [10] employ the bigram topic model to analyze textualized trajectories. Tao et al [11] introduce a hierarchical topic model H-NMF to extract multi-granularity traffic topics to capture mobility patterns. Traffic trajectory is dynamic, and the corresponding trajectory topic constantly evolves.…”

Section: Introductionmentioning

confidence: 99%

Visual Analysis Method for Traffic Trajectory with Dynamic Topic Movement Patterns Based on the Improved Markov Decision Process

Chen,

Wu,

Tang

et al. 2024

Electronics

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The visual analysis of trajectory topics is helpful for mining potential trajectory patterns, but the traditional visual analysis method ignores the evolution of the temporal coherence of the topic. In this paper, a novel visual analysis method for dynamic topic analysis of traffic trajectory is proposed, which is used to explore and analyze the traffic trajectory topic and evolution. Firstly, the spatial information is integrated into trajectory words, calculating the dynamic trajectory topic model based on dynamic analysis modeling and, consequently, correlating the evolution of the trajectory topic between adjacent time slices. Secondly, in the trajectory topic, a representative trajectory sequence is generated to overcome the problem of the trajectory topic model not considering the word order, based on the improved Markov Decision Process. Subsequently, a set of meaningful visual codes is designed to analyze the trajectory topic and its evolution through the parallel window visual model from a spatial-temporal perspective. Finally, a case evaluation shows that the proposed method is effective in analyzing potential trajectory movement patterns.

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Multilevel Visual Analysis of Aggregate Geo-Networks

Deng

Chen

Xie

et al. 2024

IEEE Trans. Visual. Comput. Graphics

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Progressive visual analysis of traffic data based on hierarchical topic refinement and detail analysis

Cited by 4 publications

References 35 publications

Influence of Social Media on the Application of Chinese Traditional Cultural Elements in the Fashion Industry

Influence of Social Media on the Application of Chinese Traditional Cultural Elements in the Fashion Industry

Visual Analysis Method for Traffic Trajectory with Dynamic Topic Movement Patterns Based on the Improved Markov Decision Process

Multilevel Visual Analysis of Aggregate Geo-Networks

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