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Using deep learning approach and IoT architecture to build the intelligent music recommendation system
First, the local feature extraction of the scale-invariant feature transformation algorithm, the classification excellence of the support vector machine, and the performance of the deep learning-based Fast-RCNN algorithm in the multi-scale feature extraction are analyzed and explained to design an intelligent background music system based on deep learning and Internet of Things (IoT) technology. Then, the intelligent background music system is applied to the Intelligent Home. On this basis, a feature extraction algorithm based on the middle-level feature structure is proposed, which extracts the underlying features of the scene images. Afterward, the critical functional components of the intelligent background music system are explained. Based on the actual operations, an intelligent background music system is designed based on deep learning and IoT. The results show that the recognition rate of indoor scenarios by the middle-level feature construction-based feature extraction algorithm is the highest, which is about 87.6%. The Gabor feature algorithm classifies and identifies the scenarios, and its recognition rate is always around 20%. In the bathroom, the recognition effect of the saliency map feature algorithm is similar to that of the middle-level feature construction-based feature extraction algorithm; however, in the bedroom, the recognition effect of the middle-level feature construction-based feature extraction algorithm is significantly better due to problems such as the lighting and room orientation. The effects of middle-level feature construction-based feature extraction algorithm on the classification and recognition of indoor scenarios are sound. In contrast, the proposed feature extraction algorithm based on deep learning has an optimal effect. The designed and implemented intelligent background music system is stable and effective, which provides a new idea and a new theoretical basis for the future research of intelligent background music system.
Journal Article
Fantasies of the library
\"Fantasies of the Library lets readers experience the library anew. The book imagines, and enacts, the library as both keeper of books and curator of ideas--as a platform of the future. One essay occupies the right-hand page of a two-page spread while interviews scrolls independently on the left. Bibliophilic artworks intersect both throughout the book-as-exhibition. A photo essay, \"Reading Rooms Reading Machines\" further interrupts the book in order to display images of libraries (old and new, real and imagined), and readers (human and machine) and features work by artists including Kader Atta, Wafaa Bilal, Mark Dion, Rodney Graham, Katie Paterson, Veronika Spierenburg, and others. The book includes an essay on the institutional ordering principles of book collections; a conversation with the proprietors of the Prelinger Library in San Francisco; reflections on the role of cultural memory and the archive; and a dialogue with a new media theorist about experiments at the intersection of curatorial practice and open source ebooks. The reader emerges from this book-as-exhibition with the growing conviction that the library is not only a curatorial space but a bibliological imaginary, ripe for the exploration of consequential paginated affairs. The physicality of the book--and this book--\"resists the digital,\" argues coeditor Etienne Turpin, \"but not in a nostalgic way.\"\"
Book
BEES-HAUS preventing urethral stricture recurrence by restoring the integrity of urothelium and its further simplified version, the BHES-HAUS
Diagram illustrating interventional treatment approaches for urethral stricture, emphasizing urothelial integrity in preventing stricture recurrence. It compares procedures such as balloon dilatation and urethrotomy which leave the sub-urothelium exposed to urine leading to inflammation to that of procedures such as BEES-HAUS in which transplanted buccal mucosal cells and in BHES-HAUS transplanted buccal tissue bits, both mixed with Festigel, engraft and restore the urothelial integrity. BEES-HAUS involves a two-week in vitro culture, while BHES-HAUS processes tissue in the operating room in single sitting. Both methods aim for effective urethral treatment using autologous buccal mucosal epithelium.Diagram illustrating interventional treatment approaches for urethral stricture, emphasizing urothelial integrity in preventing stricture recurrence. It compares procedures such as balloon dilatation and urethrotomy which leave the sub-urothelium exposed to urine leading to inflammation to that of procedures such as BEES-HAUS in which transplanted buccal mucosal cells and in BHES-HAUS transplanted buccal tissue bits, both mixed with Festigel, engraft and restore the urothelial integrity. BEES-HAUS involves a two-week in vitro culture, while BHES-HAUS processes tissue in the operating room in single sitting. Both methods aim for effective urethral treatment using autologous buccal mucosal epithelium.
Journal Article
Finding Shakespeare’s New Place
This book provides an abundance of fresh insights into Shakespeare's life in relation to his lost family home, New Place. It first covers the first 6,000 years of the site, from its prehistoric beginnings through its development into a plot within the economic context of early medieval Stratford-upon-Avon, and the construction of the first timber-framed building. The book then describes the construction and distinctive features of Hugh Clopton's brick-and-timber house, the first New Place. Stratford-upon-Avon gave Shakespeare a deeply rooted love of family, loyal neighbours and friends, and although he came to enjoy a prominent social standing there, he probably had little or no time at all for its puritanical side. The book provides a cultural, religious and economic context for Shakespeare's upbringing; education, work, marriage, and early investments up to his son, Hamnet's death, and his father, John Shakespeare, being made a gentleman. It discusses the importance of New Place to Shakespeare and his family during the nineteen years he owned it and spent time there. The book also takes us to just beyond the death of Shakespeare's granddaughter, Elizabeth, Lady Bernard, the last direct descendant of Shakespeare to live in the house. It further gives an account of James Halliwell's acquisition of the site, his archaeology and how New Place has become an important focus for the local community, not least during the 'Dig for Shakespeare'.
eBook
A Study on Construction Plan of the Intelligent Home Supply Chain Integration Service Platform in the North of Zhejiang
This paper has combined theopportunity of Zhejiang Province to develop the modern supply chain, as the double factors of endogenous and external demands, the home city has met the urgent need to improve development, based on Haiyan convenient transportation and good location advantages, constructZhebei Intelligent Home Supply Chain Integration Service Platform. Throughthe creation of a characteristic commercial complex, aim to become a characteristic commercial complex through the overall transformation and upgrading of the market. The construction of Zhebei Intelligent Home Supply Chain Integration Service Platform is conducive to optimize the investment environment of Haiyan and enhance the competitiveness of Haiyan City.
Journal Article
Application of artificial intelligence in computer network security
At present, artificial intelligence technology is more and more common, and has a very broad development prospect. Nowadays, in people’s daily work and life cannot do without artificial intelligence devices, such as intelligent home appliances, intelligent society greatly improves the quality of life and work efficiency of people. At the same time, with the continuous improvement of the development level of information technology, the application of artificial intelligence technology has gradually expanded to all walks of life in the society, and plays a positive role in promoting and value, improving people’s lives, changing society, and gradually changing the world. In the computer network technology, the full use of artificial intelligence technology, can promote the computer network function more rich and powerful, improve the efficiency of the use of computer network.
Journal Article
The Architecture of Psychoanalysis
In this thought-provoking book, Jane Rendell explores how architectural space registers in psychoanalysis. She investigates both the inherently spatial vocabulary of psychoanalysis and ideas around the physical ‘setting’ of the psychoanalytic encounter, with reference to Sigmund Freud, D.W. Winnicott and Andre Green. Building on the innovative writing methods employed in Art and Architecture and Site-Writing, she also addresses the concept of architecture as ‘social condenser’ a Russian constructivist notion that connects material space and community relations. Tracing this idea’s progress from 1920s Moscow to 1950s Britain, Rendell shows how interior and exterior meet in both psychoanalysis and architectural practice. Illuminating a novel field of interdisciplinary enquiry, this book breathes fresh life into notions of social space.”
eBook
Domain of Padovan q-difference matrix in sequence spaces lp and l,Domain of Padovan q-difference matrix in sequence spaces ℓp and ℓ
In this study, we construct the difference sequence spaces lp (P?2q) = (lp)P?2q, 1 ? p ? ?, where P = (?rs) is an infinite matrix of Padovan numbers %s defined by ?rs = ?s/?r+5-2 0 ? s ? r, 0 s > r. and ?2q is a q-difference operator of second order. We obtain some inclusion relations, topological properties, Schauder basis and ?-, ?- and ?-duals of the newly defined space. We characterize certain matrix classes from the space lp (P?2q) to any one of the space l1, c0, c or l?. We examine some geometric properties and give certain estimation for von-Neumann Jordan constant and James constant of the space lp(P). Finally, we estimate upper bound for Hausdorff matrix as a mapping from lp to lp(P).
Journal Article