scholarly journals Implementation of Naive Bayes for Classification and Potentially MSMEs Analysis

2018 ◽  
Vol 218 ◽  
pp. 02006
Author(s):  
Dewi Meta Amalya ◽  
Tri Wahyu Widyaningsih

Micro Small and Medium Enterprises (MSMEs) have an important role for a country in significantly increasing its economic growth, its high absorptive capacity to labor can reduce unemployment, and has become the biggest contributor of gross domestic product value. Therefore, the government should give more attention to MSMEs. However, the government does not have any information on the results of clustering analysis and prediction of potential business types from existing MSMEs data. This study aims to assist the government by presenting the results of potential MSMEs processing analysis in Tangerang region based on business characteristics in each region, using Naive Bayes. From the data of the number of MSMEs in Tangerang region, it has been successfully classified and the result of its analysis has become recommendation for the government in establishing the grow up as well as the provision of business assistance for the potential business field.

2018 ◽  
pp. 1369
Author(s):  
Rio Surya Wijaya ◽  
I Made Sukartha

National development of a nation includes economic development and Micro, Small and Medium Enterprises (MSMEs). MSME performance needs to be examined because the contribution of the MSME sector to the Gross Domestic Product (GDP) has increased from 57.84% to 60.34% in the last 5 years. This study aims to determine the effect of intellectual intelligence, emotional intelligence, and spiritual intelligence of the owner on the performance of Micro, Small and Medium Enterprises. Research subjects are the performance of UMKM in Denpasar City. The sample determination technique used in this study is Probably sampling used using a simple random technique. There are 100 MSMEs as samples with a questionnaire statement totaling 71 statements. Based on the results of the analysis of research obtained intellectual intelligence has a positive influence on the performance of MSMEs, Emotional Intelligence has a positive influence on the performance of SMEs, and Spiritual Intelligence has a positive influence on the performance of SMEs. Keywords: Intellectual Intelligence, Emotional Intelligence, and Spiritual Intelligence.


2017 ◽  
Vol 16 (2) ◽  
Author(s):  
Faishal Fadli

<p><em>The implementation of regional autonomy resulted in each region to be able to manage their finances independently. This is one way the central government to remove the dependency of local governments to the central government. Thus requiring local governments to explore the sources of local revenue in order to finance regional development. In an effort to increase local revenues derived from the PAD is determined by economic factors or economic potential which has the prospect to be developed for each area. While the economic progress of a region heavily dependent on the development efforts undertaken by the government in providing public facilities to support economic activity. so it needs to be studied further economic growth in East Java, which increased from year to year, is also accompanied by an increase in revenue (PAD) as one source of income in financing regional development. The result indicates the role of the revenue (PAD) in the Regional Budget (APBD) of East Java Province indicates that there is still very small, with an average of 15.47% of the total revenue budget. This means that the level of dependence of local governments on the central government is still high. Although the results of regional revenue projections indicate that component has been great in their contribution of the reception area, which amounted to 69.52%. Using the ordinary least squre method, the result of regression correlation are insignificant. This means that the regional gross domestic product does not have an effect on revenue of East Java Province. If an increase or decrease in regional gross domestic product will not increase or decrease revenue amount. This means that there is no significant relationship between economic growths towards the reception of the revenue.</em></p><p align="left"><em> </em></p><p><strong>Keywords: </strong>economic growth, revenues (PAD), Regional Budget (APBD), Gross Domestic Product (GDP).</p>


2021 ◽  
Vol 2 (2) ◽  
pp. 121-130
Author(s):  
Debby Arisandi ◽  
Ahmad Fitriansyah

The Micro, Small, and Medium Enterprises (MSMEs) sector contributed 60.34% to the gross domestic product (GDP) and assisted the absorption of labor by 97.22%. The problem is, there are still many MSMEs that are not aware or do not understand that good and attractive product packaging will bring added value to the products it offers. As a result, some products that actually have high selling value/quality do not sell in the market. This activity aims to increase the understanding of MSME players of the importance of packaging so that the products offered an increase in added value and can differentiate packaging based on function, type, and material. The implementation of community service activities was carried out on 18-19 July 2017 in the Gurindam Building Hall of the Batam City Education Office. The activity was carried out in collaboration with the Dinas Koperasi dan Usaha Mikro Kota Batam, which was attended by 128 MSMEs. The results of the activity were in the form of new packaging for participant products that were more attractive, informative, and modern. Abstrak Sektor Usaha Mikro, Kecil dan Menengah (UMKM) memberikan kontribusi terhadap produk domestik bruto (PDB) sebesar 60.34% dan membantu penyerapan tenaga kerja sebesar 97.22%. Permasalahannya, masih banyak UMKM tidak sadar atau kurang memahami bahwa kemasan produk yang baik dan menarik akan mendatangkan nilai lebih pada produk yang ditawarkannya. Akibatnya sejumlah produk yang sebenarnya memiliki nilai jual tinggi/bermutu menjadi tidak laku dipasaran. Kegiatan ini bertujuan untuk dapat meningkatkan pemahaman pelaku UMKM terhadap pentingnya kemasan agar produk yang ditawarkan meningkat nilai tambahnya dan dapat membedakan kemasan berdasarkan fungsi, jenis dan bahannya. Pelaksanaan kegiatan pengabdian kepada masyarakat dilaksanakan pada 18-19 Juli 2017 di Aula Gedung Gurindam kantor Dinas Pendidikan Kota Batam.  Kegiatan dilaksanakan melalui kerjasama dengan Dinas Koperasi dan Usaha Mikro Kota Batam yang diikuti oleh 128 UMKM. Hasil kegiatan berupa kemasan baru bagi produk-produk peserta yang lebih menarik, informatif dan modern. Kata Kunci: umkm; pelatihan; kemasan


As stated by the International Labour Organization (ILO), unemployment rate in India was at 3.5% in 2018 and 18.9 million people were jobless. The government of India constantly motivates its citizens to become entrepreneurs and create employment opportunities for others by launching programs like start up India, mudra bank, fund of funds and many others. As per the Indian government data, Micro, Small and Medium Enterprises (MSME) contribute nearly 8 percent of the country's GDP which reflects they play a significant role in the country's GDP. Each year, thousands of determined entrepreneurs start new businesses however only handful of them survives and plenty of small business are gone by the end of four years of their establishment. The major reason behind business failures are lack of experience, insufficient capital and poor location. Entrepreneurship is so dynamic in nature that it gives plausible solution for all potential entrepreneurs out there. One of the solutions for budding entrepreneurs is becoming a homepreneur. Homepreneurs are business entrepreneurs operating from their home. They are managing their business operations from home. It is a splendid opportunity for those who want to start something new without investing huge capital and taking bigger risks. The question arises is how do they attract their target audience without investing larger amount and time to meet them. One of the answers to this question is social media. Social media are interactive websites and applications that are designed to allow people to share content quickly, effectively and real time. Social media channels and online marketplaces have made it simple for homepreneurs to reach new audience, deliver products and receive payments. Platforms like Face book, Instagram, Watsapp, YouTube, Twitter, Google Ad, Mobikwik and various other applications are useful for marketing. Almost every individual is connected on one of above mentioned platforms. Social media has changed the face of marketing and completely taken communication, advertising and online marketing to the next level. The researcher will use phenomenology as the method of research. This research paper will explain the concept of homepreneurs; will put a light on various social media platforms for homepreneurs; will talk about their advantages and highlight its working. It will also share many examples of homepreneurs actively participating on these platforms and achieving success. This will definitely help the group who want to start a small business to understand the framework of homepreneurship and functional for those who want to expand their business operation online. As said by late prime minister Atal Bihari Vajpayee “Empowering the individual means empowering the nation. And empowerment is best served through rapid economic growth with rapid social change”. Entrepreneurship is pivotal for individual empowerment, economic growth and sustainable development.


Author(s):  
Suchismita Satapathy

After the agricultural sector, micro, small, and medium enterprises (MSME) play a vital role in the development of India. Micro, small, and medium enterprises (MSME) are contributing about 25% of the country's GDP (gross domestic product) from service activities and 33% to the manufacturing amount produced for India. Micro, small, and medium (MSME) entrepreneurs have been highly impacted due to the COVID-19 pandemic lockdown. Due to lockdown, MSME sector who could not export, nor get their ancillary parts, had problems with transportation leading to the inability to do marketing. Most important migrant laborers rushed to their villages or natives. Hence, without labor or workforce, the assembly lines stopped. In this chapter, an attempt is made to identify the challenges of the MSME sector and deal with the efforts often taken to restart them.


Author(s):  
Kimberly Racquel Elizabeth Chin

In order to objectively analyze Foreign Direct Investment (FDI) contribution to Guinea’s mining sector, the granger casualty test was used to determine the relationship among variables and to determine whether any of these variables affect others and how. The variables used are Gross Domestic Product, Government Income, Trade, FDI inflow into Guinea mining sector and the exchange rate. The granger casualty test produced evidence of a bidirectional casualty relationship which suggests that FDI’s influence on efficiency lies in the government relaxing its dependency on the mining industry for economic  growth.


2015 ◽  
Vol 44 (4) ◽  
pp. 462
Author(s):  
Darminto Hartono

This study aims to find the institutional existence and ownership structure of credit rating agencies of Micro, Small, and Medium Enterprises (MSMEs) in Indonesia. Institutional and Ownership Structure of Credit Rating Agencies MSMEs in Indonesia is conducted through the ministry of cooperatives and SMEs, the ministry of communications and information, the tourism ministry, agency securities in Indonesia, Bank Indonesia, the national banking associations, and ministries of state-owned enterprises (SOEs). Micro, Small and Medium Enterprises (MSMEs) have an important role in the economy in Indonesia. MSMEs have a proportion of 99.99% of the total businesses in Indonesia or as many as 59.313 million of MSMEs units also prove to have contrubuted for 19.86% of the total Gross Domestic Product of Indonesia


Author(s):  
Intan Utna Sari ◽  
Asron Saputra

One of the important benchmarks in determining the success of economic development is economic growth. The role of the government in achieving development success is to determine the direction of development policies and to achieve these development targets a good development plan is needed to realize stable economic growth in order to improve people's welfare, namely by increasing Small and Medium Enterprises, Investment and Manpower. This study aims to determine the simultaneous and partial effect of Small and Medium Enterprises, Investment and Labor on the economic growth of Batam City. The data source is secondary data using panel data consisting of time series data for three years and cross section data of nine districts which resulted in 45 observations. The analysis technique used to solve the problem in this study is the multiple linear regression analysis model. The results of this study indicate that in terms of small and medium enterprises, investment and labor have a significant effect on economic growth in Batam City. This indicates that the number of SMEs (Small and Medium Enterprises), Investment and Manpower in Batam City can determine the level of economic growth in Batam City. This is because SMEs, investment and labor are activities that can produce goods or services. Partially Small and Medium Enterprises, Investment and Labor have a positive and significant effect on economic growth in Batam City, meaning that if the number of Small and Medium Enterprises, Investment and Labor is increased, economic growth will also increase.


2021 ◽  
Vol 30 (1) ◽  
pp. 24-36
Author(s):  
Narayan Prasad Ghimire

The rapid growth in public investment in various sectors was assumed after decades of conflict and an unstable political situation. With the declaration of the Federal Republic, Nepal is going to embark on accelerated economic growth. This has somewhat caused concerns among policymakers of its implication for economic growth. And the government investment in transportation infrastructure is one of the core strategies, called the ‘infrastructure of infrastructures’. The main aim of this study is, therefore, to explain the relationship between economic growth and public expenditure in the transportation sector in Nepal. Primarily, this study has focused on the distinction of expenditures in the five-year development plans in three systems (Panchayat, Democratic, and Republic). This study used time series data collected between 1975 and 2016. The statistical and econometric tools have been used for the study. The result shows that the trend of government investment on public expenditure has increased in the Republic system. This study reveals that the variables are stationary on the first difference. The obtained regression model is satisfactory by diagnostic tests (errors are normally distributed, no serial correlation, and homoscedastic). The data explain the positive and significant influence of Transportation Capital Expenditure on Gross Domestic Product, and, hence, it is contributing to economic growth. Furthermore, the results show short-run unidirectional causation from Transportation Capital Expenditure to Gross Domestic Product.


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