scholarly journals Exploration of Social Benefits for Tourism Performing Arts Industrialization in Culture–Tourism Integration Based on Deep Learning and Artificial Intelligence Technology

2021 ◽  
Vol 12 ◽  
Author(s):  
Ruizhi Zhang
Keyword(s):  
Artificial Intelligence ◽  
Performing Arts ◽  
Social Benefit ◽  
Tourism Industry ◽  
Ecological Environment ◽  
Environmental Benefit ◽  
New Era ◽  
Benefit Evaluation ◽  
The Social ◽  
Artificial Intelligence Technology

As a product of the tourism performing arts industry in culture–tourism integration development, to develop a featured culture–tourism town is a new trend for tourism development in the new era. To analyze the social benefit of the culture–tourism industry, in this study, an artificial intelligence model for social benefit evaluation is constructed based on backpropagation (BP) neural network and fuzzy comprehensive analysis, with Yiyang Town taken as an example. The criterion layer in the model includes three indexes (life benefit G1, environmental benefit G2, and economic benefit G3), and the index layer contains 11 indexes (H1–H11). The weight values of cultural inheritance and protection, ecological environment improvement, and commercial economy development to the social benefit of the town are 0.522, 0.570, and 0.424, respectively. For G1, 41.20% is excellent; for G2, 39.5% is excellent; and for G3, 40.5% is good. In general, 30.76% of the total social benefit is excellent, with 37.69% being good, 21.48% being qualified, and 10.07% being unqualified. It is inferred that the total social benefit level of Yiyang Town is good according to the constructed model. Therefore, the culture inheritance and protection, the ecological environment improvement, and the commercial economy development are the key evaluation factors of social benefit.

Model Research on Comprehensive Efficiency Evaluation of Heating Reconstruction Project

2013 ◽  
Vol 805-806 ◽  
pp. 1593-1597
Author(s):  
Ze Hong Li ◽  
Xiao Dan Zhang
Keyword(s):  
Comprehensive Evaluation ◽  
Evaluation Model ◽  
Social Benefit ◽  
Scientific Basis ◽  
Evaluation Index System ◽  
Environmental Benefit ◽  
Benefit Evaluation ◽  
Comprehensive Benefit ◽  
Project Construction ◽  
Reconstruction Project

Combined heat and power generation is also called the heating reconstruct project, comprehensive benefit evaluation of heating reconstruction project provide a more scientific basis for project construction and project operation, strengthen scientificalness for decision-making , avoid investing blindly and improve investing returns of the project. To begin with, it is emphasize on the analysis of the project whole, and then established evaluation index system and comprehensive evaluation model based on financial and non-financial data collecting of the project. At the third, evaluating the financial feasibility, project environmental benefit and social benefit evaluation of the heating reconstruction project. Eventually, it comes to a conclusion for a validation of heating reconstruction project feasibility.

scholarly journals The Forgery of Deepfake and the “Advent” of Artificial Intelligence

2021 ◽  
Vol 4 (2(10)) ◽  
pp. 76-91
Author(s):  
Edmondo Grassi
Keyword(s):  
Artificial Intelligence ◽  
New Technologies ◽  
Human Life ◽  
Historical Period ◽  
Classical Literature ◽  
Cultural Changes ◽  
Economic Relations ◽  
The Social ◽  
Artificial Intelligence Technology ◽  
New Perspective

The concept of politics changes its semantic value according to the historical period and the cultural changes affecting the social fabric. In classical literature, there was no distinction between politics and society or politics and ethics, since the first indicated the collective space in which cultural, social, economic relations of human life developed that were differentiated from other living forms. To date, with the advent of digitalization and artificial intelligence, we have a concrete assessment of how politics has acquired a new perspective and is changing to adapt to new technologies and its uses: on the one hand, we are experiencing the propagation of debate, confrontation, and information accessible at any time. On the other hand, it has become an instrument for the annihilation of rivals and subjugation of those who consider any data received from the Internet as truthful, exploiting the media and digital technologies, until it pervades the social structure, making even nonsense seem credible. The purpose of this contribution, therefore, is to outline theoretically the contours and contemporary phenomena that relate, through a dialogical relationship, with the use of deepfake techniques and artificial intelligence technology, the concepts of politics – in its dimension of the relationship of collective power – and of social communication.

scholarly journals Joint Channel Pruning and Quantization-Based CNN Network Learning with Mobile Computing-Based Image Recognition

2021 ◽  
Vol 2021 ◽  
pp. 1-11
Author(s):  
Huanyu Liu ◽  
Qing Luo ◽  
Mingmei Shao ◽  
Jeng-Shyang Pan ◽  
Junbao Li
Keyword(s):  
Neural Network ◽  
Artificial Intelligence ◽  
Rapid Development ◽  
Computational Cost ◽  
The Internet ◽  
New Era ◽  
Practical Applications ◽  
Model Compression ◽  
Smart Healthcare ◽  
Artificial Intelligence Technology

The development of the Internet and communication technology has ushered in a new era of the Internet of Things (IoT). Moreover, with the rapid development of artificial intelligence, objects are endowed with intelligence, such as home automation and smart healthcare, which are typical applications of artificial intelligence technology in IoT. With the rise of convolutional neural network (CNN) in the field of computer vision, more and more practical applications need to deploy CNN on mobile devices. However, due to the large amount of CNN computing operations and the large number of parameters, it is difficult to deploy on ordinary edge devices. The neural network model compression method has become a popular technology to reduce the computational cost and has attracted more and more attention. We specifically design a small target detection network for hardware platforms with limited computing resources, use pruning and quantization methods to compress, and demonstrate in VOC dataset and RSOD dataset on the actual hardware platform. Experiments show that the proposed method can maintain a fairly accurate rate while greatly speeding up the inference speed.

Cinematic Search for Identity in the Shade of Turkey’s 1960 Coup: The Social Realism Debate and The Hope

2017 ◽  
Vol 6 (1) ◽  
pp. 153-168
Author(s):  
Celal Hayir ◽  
Ayman Kole
Keyword(s):  
Party System ◽  
Social Realism ◽  
New Era ◽  
Cultural Life ◽  
The Social ◽  
Turkish Cinema ◽  
To Come ◽  
First Time ◽  
Democratic Constitution ◽  
Realism Debate

When the Turkish army seized power on May 27th, 1960, a new democratic constitution was carried into effect. The positive atmosphere created by the 1961 constitution quickly showed its effects on political balances in the parliament and it became difficult for one single party to come into power, which strengthened the multi-party-system. The freedom initiative created by 1961’s constitution had a direct effect on the rise of public opposition. Filmmakers, who generally steered clear from the discussion of social problems and conflicts until 1960, started to produce movies questioning conflicts in political, social and cultural life for the first time and discussions about the “Social Realism” movement in the ensuing films arose in cinematic circles in Turkey. At the same time, the “regional managers” emerged, and movies in line with demands of this system started to be produced. The Hope (Umut), produced by Yılmaz Güney in 1970, rang in a new era in Turkish cinema, because it differed from other movies previously made in its cinematic language, expression, and use of actors and settings. The aim of this study is to mention the reality discussions in Turkish cinema and outline the political facts which initiated this expression leading up to the film Umut (The Hope, directed by Yılmaz Güney), which has been accepted as the most distinctive social realist movie in Turkey. 

scholarly journals Group Agency and Artificial Intelligence

2021 ◽  
Author(s):  
Christian List
Keyword(s):  
Artificial Intelligence ◽  
Moral Status ◽  
Intelligent Systems ◽  
Group Agency ◽  
High Stakes ◽  
Moral Agents ◽  
Legal Personhood ◽  
The Social ◽  
Intentional Agents ◽  
Regulatory Challenges

AbstractThe aim of this exploratory paper is to review an under-appreciated parallel between group agency and artificial intelligence. As both phenomena involve non-human goal-directed agents that can make a difference to the social world, they raise some similar moral and regulatory challenges, which require us to rethink some of our anthropocentric moral assumptions. Are humans always responsible for those entities’ actions, or could the entities bear responsibility themselves? Could the entities engage in normative reasoning? Could they even have rights and a moral status? I will tentatively defend the (increasingly widely held) view that, under certain conditions, artificial intelligent systems, like corporate entities, might qualify as responsible moral agents and as holders of limited rights and legal personhood. I will further suggest that regulators should permit the use of autonomous artificial systems in high-stakes settings only if they are engineered to function as moral (not just intentional) agents and/or there is some liability-transfer arrangement in place. I will finally raise the possibility that if artificial systems ever became phenomenally conscious, there might be a case for extending a stronger moral status to them, but argue that, as of now, this remains very hypothetical.

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