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http://dx.doi.org/10.1016/j.ypmed.2010.04.007 | DOI Listing |
PeerJ Comput Sci
October 2024
School of Business Administration, Nanjing University of Finance and Economics, Nanjing, Jiangsu, China.
Tourism demand projection is paramount for both corporate operations and destination management, facilitating tourists in crafting bespoke, multifaceted itineraries and enriching their vacation experiences. This study proposes a multi-layer self attention mechanism recommendation algorithm based on dynamic spatial perception, with the aim of refining the analysis of tourists' emotional inclinations and providing precise estimates of tourism demand. Initially, the model is constructed upon a foundation of multi-layer attention modules, enabling the semantic discovery of proximate entities to the focal scenic locale and employing attention layers to consolidate akin positions, epitomizing them through contiguous vectors.
View Article and Find Full Text PDFNeurosci Biobehav Rev
December 2024
Minnesota Regional Sleep Disorders Center, Departments of Psychiatry, Hennepin County Medical Center, USA; University of Minnesota Medical School, Minneapolis, MN, USA.
Disorders of Arousal (DOA) are non-rapid eye movement (NREM) parasomnias traditionally regarded as unconscious states. However, recent research challenges this assumption. This narrative review aims to explore the presence and qualitative features of conscious experiences in patients with DOA during their episodes.
View Article and Find Full Text PDFHeliyon
June 2024
School of Culture and Tourism, Zhejiang International Studies University, Hangzhou, China.
This paper aims to unearth the different perception styles of Chinese and North American travellers from analytic versus holistic thinking perspectives. Python was utilized to gather online textual data from Chinese and North American travellers, while word frequency analysis, latent Dirichlet allocation (LDA) topic modelling analysis and content analysis were employed to elucidate the perception styles in a cross-cultural context. In general, North American travellers mainly leaned towards analytic thinking, whereas Chinese travellers showcased a blend of holistic and analytic thought processes.
View Article and Find Full Text PDFEnviron Manage
August 2024
Department of Landscape Architecture, The Pennsylvania State University, University Park, PA, 16802, USA.
The buffer zones between urban protected areas (UPAs) and their cities play a significant role in managing and protecting UPAs. However, they are also the frontier of conflicts due to complex functionality and a large number of stakeholders. Besides ensuring the buffer zone's function of protecting the UPA, it is also vital to understand how it can fulfill the diverse needs of multiple interest groups residing in or utilizing this area.
View Article and Find Full Text PDFJ Imaging
April 2024
Tandon School of Engineering, New York University, Brooklyn, NY 11201, USA.
People with blindness and low vision (pBLV) encounter substantial challenges when it comes to comprehensive scene recognition and precise object identification in unfamiliar environments. Additionally, due to the vision loss, pBLV have difficulty in accessing and identifying potential tripping hazards independently. Previous assistive technologies for the visually impaired often struggle in real-world scenarios due to the need for constant training and lack of robustness, which limits their effectiveness, especially in dynamic and unfamiliar environments, where accurate and efficient perception is crucial.
View Article and Find Full Text PDFEnter search terms and have AI summaries delivered each week - change queries or unsubscribe any time!