Public perceptions of digital fashion: An analysis of sentiment and Latent Dirichlet Allocation topic modeling.

Since digital technology has had a significant impact on the fashion industry, digital fashion has become a hot topic in today's society. Currently, research on digital fashion is focused on the transformation of enterprise marketing strategies and the discussion of digital technology. Despite this, the current study does not include an analysis of the audience's emotional and cognitive responses to digital fashion on social networking platforms. A comprehensive analysis and discussion of 52,891 posts about digital fashion and virtual fashion published on social networking sites was conducted using k-means clustering analysis, Latent Dirichlet Allocation (LDA) topic modeling, and sentiment analysis in this study. The study examines the public's perception and hot topics about digital fashion, as well as the industry's development situation and trends. According to the findings, both positive and neutral emotions accompany the public's attitude toward digital fashion. There is a wide range of topics covered in the discussion. Innovations in digital technology have impacted the creation of jobs, talent demand, marketing strategies, profit forms, and industrial chain innovation of fashion-related businesses. Researchers in related fields will find this study useful not only as a reference for research methods and directions, but also as a source of references for research methodology. A case study and data reference will also be provided to industry practitioners.

Fancy shoes and painful feet: Hallux valgus and fracture risk in medieval Cambridge, England.

OBJECTIVE: Hallux valgus, the lateral deviation of the great toe, can result in poor balance, impaired mobility and is an independent risk factor for falls. This research aims to compare the prevalence of hallux valgus in subpopulations of medieval Cambridge, England, and to examine the relationship between hallux valgus and fractures to examine the impact of impaired mobility and poor balance caused by this condition. MATERIALS: 177 adult individuals from four cemeteries located in Cambridge, England. METHODS: Human remains were macroscopically and radiographically assessed. RESULTS: Hallux valgus was identified in 18 % of individuals and was significantly more common during the 14th-15th centuries than the 11th-13th centuries. The highest prevalence was observed in the friary (43 %), followed by the Hospital (23 %), the rurban parish cemetery (10 %), and the rural parish cemetery (3%). Fractures from falls were significantly more common in those with hallux valgus than those without. CONCLUSION: The increased prevalence of hallux valgus identified in individuals from the 14th to 15th centuries coincided with the adoption of new footwear with pointed toes. Those that adopted this fashion trend appear to have been more likely to develop balance and mobility problems that resulted in an increased risk of falls. SIGNIFICANCE: This is the first study to explore the relationship between foot problems and functional ability by studying hallux valgus in archaeological assemblages. LIMITATIONS: Falls are complex and determining the mechanism of injury in human skeletal remains is not always possible. FURTHER RESEARCH: Fracture prevalence rates may have been affected by biological factors and underlying pathological conditions.

Emerging/changing fashion trends and their impact on conduct of anaesthesia.

One of the innate features of human behaviour is to enhance personal image in order to look different from the rest of the crowd and to satisfy a need for individualism. People use different dress codes, body makeup and artificial gadgets to improve their personal and physical appearance. The main motive behind all these efforts is personal satisfaction, to appear attractive to others and to overcome phobias and complexes.