Deep Learning Approach to Determine the Impact of Socio Economic Factors on Bitcoin Price Prediction

2019 ◽  
Author(s):  
Apoorva Aggarwal ◽  
Isha Gupta ◽  
Novesh Garg ◽  
Anurag Goel
Keyword(s):  
Deep Learning ◽  
Learning Approach ◽  
Economic Factors ◽  
Price Prediction ◽  
The Impact ◽  
Socio Economic Factors

scholarly journals The Impact of Arabic Part of Speech Tagging on Sentiment Analysis: A New Corpus and Deep Learning Approach

2021 ◽  
Vol 184 ◽  
pp. 148-155
Author(s):  
Abdul Munem Nerabie ◽  
Manar AlKhatib ◽  
Sujith Samuel Mathew ◽  
May El Barachi ◽  
Farhad Oroumchian
Keyword(s):  
Deep Learning ◽  
Sentiment Analysis ◽  
Learning Approach ◽  
Part Of Speech Tagging ◽  
Part Of Speech ◽  
The Impact ◽  
Speech Tagging

scholarly journals Socio-economic Factors Influencing the Development of Renewable Energy Production Sector in Poland

2021 ◽  
Vol 24 (1) ◽  
pp. 38-54
Author(s):  
Tadeusz A. Grzeszczyk ◽  
Waldemar Izdebski ◽  
Michał Izdebski ◽  
Tadeusz Waściński
Keyword(s):  
Renewable Energy ◽  
Energy Production ◽  
Hard Coal ◽  
Economic Factors ◽  
Eu Law ◽  
Factors Influencing ◽  
Level Ii ◽  
Renewable Energy Production ◽  
The Impact ◽  
Socio Economic Factors

Poland is not one of the leaders in the use of renewable energy sources (RES), and most energy is still produced using hard coal and lignite. Therefore, there are noteworthy emissions of air pollution (including ashes and greenhouse gases), and the Polish energy sector is characterized by a substantial degree of carbonization, which, as a result, threatens to expressively increase the costs of electricity production, leading to financial penalties imposed by the EU. The aim of this paper is to analyze socio-economic factors influencing the development of the RES sector in Poland. According to this aim, expert research was carried out, in which the factors influencing development potential of RES were assessed at two levels (level II – 5 factors, level III – 15 factors) according to the factor tree analysis. Based on the analysis of the level II factors, it can be concluded that the development of the RES sector in Poland will depend to a decisive extent on factors such as: EU decisions and Polish legislation affecting the development of the RES sector in Poland, prices and availability of conventional energy carriers. Other two factors – regional policy on ecology and ecological awareness in Poland – have so far little impact on the development of this sector in the state. The analysis of the level III factors shows that the greatest impact on the development of the RES sector in Poland is the influence of European lobbying of manufacturers of machinery and equipment for renewable energy production on EU law, the impact of Polish lobbying of conventional energy producers on Polish law in the production of renewable energy and the influence of European lobbying of renewable energy producers into EU law.

scholarly journals Menentukan Nilai Penggantian Wajar Lahan Terdampak Pekerjaan Reaktifasi Jalur Kereta Api Trase Muaro Logas, Kabupaten Sijunjung, Provinsi Sumatera Barat

2019 ◽  
Vol 17 (1) ◽  
pp. 46-55
Author(s):  
Hasta Herlan Asymar
Keyword(s):  
Local Government ◽  
Vulnerable Groups ◽  
Economic Factors ◽  
The Public ◽  
Railway Line ◽  
The Poor ◽  
Reform Plan ◽  
The Social ◽  
The Impact ◽  
Socio Economic Factors

Abstract  – The calculation of the value of the Reasonable Land Turnover Terdamapak Job Reaktifasi railway line for arbitration was Muaro Logas was part of the study of the action of liberation/land and buildings for the reform plan of the reaktifasi railway line between Muaro-Logas is part of the planning of the reactivation railway line. This study analyzes regulations and policies, perceived an inventory and survey/census by identifying the affected community land procurement, with regard to the characteristics and the types of harm experienced, agreement agreement between the local government, the province and the Center in funding the acquisition of land; analyze optimum land procurement and analyse livelihood for the population affected by socio-economic factors, analyzing the parameters with the social, cultural, and economic related to population, the impact of the procurement of land and influence implementation of the work against the poor, residents of the tribal minorities, alienated, and other vulnerable groups, including women, as well as the institutional framework in planning the liberation of land and the settlements back including duties and responsibilities each institution. In the calculation of the Reasonable Replacement Value using Standar Penilaian Indonesia306 (SPI 306) about the assessment of the provision of Land for development for the benefit of the public

scholarly journals THE IMPLEMENTATION OF MULTIMEDIA-BASED APPROACH TO PROMOTE SCHOOL DROPOUTS’ LEARNING MOTIVATION IN BILIK PINTAR LEARNING FACILITY IN JAKARTA

ICCD ◽  
2019 ◽  
Vol 2 (1) ◽  
pp. 330-336
Author(s):  
Eugenius Kau Suni ◽  
Wawan Ridwan ◽  
Edwar Juanda
Keyword(s):  
High School ◽  
Junior High School ◽  
Graphic Design ◽  
Dropout Rate ◽  
Learning Approach ◽  
Economic Factors ◽  
Video Editing ◽  
School Dropouts ◽  
Office Software ◽  
Socio Economic Factors

The school dropout rate in Jakarta remains high, according to the Jakarta Governor, Anies Baswedan. 116.000 students aged 16 to 18, who are school bound, discontinue or stop their education due to various reason - mostly due to socio-economic factors. Some of them decided to be street buskers and trash scavenger. There are 72 school dropouts enrolled to an emergency learning facility located in a cemetery complex owned by the local government. The location is also serving a temporary landfill in TPU Menteng Atas, Setiabudi, Jakarta. The aptly named Bilik Pintar (Bilpin) or smart chamber is currently facilitating 12 High School-aged students, 17 Junior High School-aged students, 21 Elementary-aged students and 24 Kindergarten/Preschool-aged students. The learning media and its materials are apparently limited. This situation leads to learners’ reluctance to study or attend classes. We found out that the implementation of multimedia-based learning in Bilpin is proven to promote the learners’ motivation and, and to some extend inspire them to go back to school. This learning approach basically makes use of multimedia, namely, computer, office software, website creation tools, coding tool, game making tool, graphic design and video editing software. After the first 5 months of the implementation, 98 % of the program participants are willing to learn further and develop their passion to learning. 11,4 % of them decided to go back to school and 34,3 % of them reconsidered going back to school.

Contributing Factors in Violent Youth Behaviour: A Study in the Limpopo Province, South Africa

2021 ◽  
Vol 14 (1) ◽  
pp. 571-580
Author(s):  
Tshilidzi O. Ramakulukusha ◽  
Sunday S. Babalola ◽  
Ntsieni S. Mashau
Keyword(s):  
South Africa ◽  
Focus Group ◽  
Youth Care ◽  
Limpopo Province ◽  
Economic Factors ◽  
Violent Behaviour ◽  
Child And Youth Care ◽  
Violent Youth ◽  
The Impact ◽  
Socio Economic Factors

Background: Violent behaviour in youth is regarded as a significant public health problem associated with severe physical and psychological consequences. Despite the availability of rehabilitation programmes rendered at child and youth care centres (CYCC's) in the Limpopo Province, South Africa, there is an escalation and repetition of violent behaviours among the youth due to some underlying socio-economic factors. Objective: The study sought to explore and describe the factors contributing to violent behaviours among the youth. Methods: A qualitative, explorative, and descriptive research design was used. A non-probability, purposive sampling method was used to select participants in this study. The study population consisted of youth, from the age of 15-20 years old, who were admitted to the child and youth care centres due to violent behaviours. Focus group discussions and in-depth individual interviews were used to collect data from participants. A semi-structured interview guide and focus group discussion guide were used to collect data until data saturation which occurred after interviewing 48 participants. Data were analysed following Tesch’s open code data analysis technique. Measures to ensure trustworthiness and ethical principles were adhered to. Results: Two themes emerged from the analysed data, namely, the socio-economic factors contributing to violent behaviours among the youth in CYCCs and the effectiveness of rehabilitation programmes for violent youth behaviours in CYCCs. Eight sub-themes were derived from the two main themes. The home environment, the influence of delinquent peers, availability, and misuse of drugs and alcohol were most cited as the factors contributing to violent behaviours among the youth in CYCCs in the Limpopo Province. The study's findings revealed that youth had little knowledge of the impact that violent behaviour has on the victim, themselves, their families, and society. Conclusion: Rehabilitation programmes for violent behaviours among the youth will have better outcomes by involving the youth's family, especially the parents/guardians. Also, the child and youth care centres and youth violence policymakers need to emphasise family education as one of the most crucial violence prevention strategies in vulnerable youth.

A Hybrid Deep Learning Approach for Stock Price Prediction

2020 ◽  
pp. 1-10
Author(s):  
Abhishek Dutta ◽  
Gopu Pooja ◽  
Neeraj Jain ◽  
Rama Ranjan Panda ◽  
Naresh Kumar Nagwani
Keyword(s):  
Deep Learning ◽  
Stock Price ◽  
Learning Approach ◽  
Stock Price Prediction ◽  
Price Prediction

Technology and culture

2011 ◽  
pp. 273-285 ◽  
Author(s):  
Alev M. Efendioglu ◽  
Vincent F. Yip
Keyword(s):  
Local Environment ◽  
The Internet ◽  
Economic Factors ◽  
Technology And Culture ◽  
Internet Users ◽  
The World ◽  
Different Characteristics ◽  
The Impact ◽  
Socio Economic Factors

The number of Internet users around the world has been steadily growing and this growth has provided the impetus and the opportunities for global and regional e-commerce. However, as with the Internet, different characteristics (infrastructure and socio-economic) of the local environment have created a significant level of variation in the acceptance and growth of e-commerce in different regions of the world. Our research focuses on the impact of these infrastructure and socio-economic factors on e-commerce development in China and the findings provide insights into the role of culture in e-commerce, and the factors that may impact a broader acceptance and development of e-commerce in China. In this chapter, we present and discuss our findings, and propose some strategies for success for e-commerce in China.

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