The mix-up method (Zhang et al., 2017), one of the methods for data augmentation, is known to be easy to implement and highly effective. Although the mix-up method is intended for image identification, it can also be applied to natural language proce
ssing. In this paper, we attempt to apply the mix-up method to a document classification task using bidirectional encoder representations from transformers (BERT) (Devlin et al., 2018). Since BERT allows for two-sentence input, we concatenated word sequences from two documents with different labels and used the multi-class output as the supervised data with a one-hot vector. In an experiment using the livedoor news corpus, which is Japanese, we compared the accuracy of document classification using two methods for selecting documents to be concatenated with that of ordinary document classification. As a result, we found that the proposed method is better than the normal classification when the documents with labels shortages are mixed preferentially. This indicates that how to choose documents for mix-up has a significant impact on the results.
The purpose of this study is know the role of marketing policies
that related with product, price, distribution and promotion on
costumer decision in privet insurance companies in Syria,
through preparing a questionnaire which had been refined and
verified of its credibility. The study concluded a main result,
which is that there is effect of Four marketing policies on
costumer decision of Syrian privet insurance companies, the
promotion policy came first in terms of importance followed by
pricing, distribution and finally the product. Finally the study
came up with a number of Recommendations, that can lead to
improve the reality of marketing practices in the private
insurance companies in Syria.
The physical properties of gravel play an important role on the
quality of concrete industry in local workshops. Because they
constitute a main role in various concrete mix design. It's
necessary to understand the importance of the physical proper
ties
of gravel and It's improving role in the concrete mixes.
This research aimed to study the role of the properties of gravel
on the concrete mixes manufacture.
The research aims to study the impact of the promotional tools in
the investor targeting and tourism Investments generation, and to
determine the most effective and influential promotional mix
elements in order to target and attract the potential
investors in
the tourism sector, in addition to that, it aims to submit
suggestions to increase the effectiveness of the used
promotional mix. To achieve this, a questionnaire was distributed
to an appropriate sample of employees in the Ministry of
Tourism.
This research studied the tools of the promotional mix and their role in attracting
banks’ customers. The research was conducted on a sample of 210 customers of private
and public banks in the coastal area of Syria. Descriptive statics were used to
test the
hypothesis and to describe the relationship between variables. The SPSS program was used
and some descriptive statistic models were utilized (frequencies، different correlation
coefficients)
The research found the following results:
1- There is a statistically significant influence between the role of the promotional
mix’s tools and attracting banks’ customers.
2- There is a statistically significant influence between advertising, public relations
and publicity, sales promotion, personal selling, internet and interactive marketing and
attracting banks’ customers
3- There is a no statically significant influence between direct marketing and
attracting banks’ customers
4- Most of the studied customers believed that the promotional activities done by the
banks have a big role in maintaining banks’ name in the market.
The research aims to identify the impact of electronic Promotion in improving the
efficiency of the Syrian Investment Agency in attracting foreign direct investment, through
studying the relationship between the degree of using of electronic promot
ion in the Syrian
Investment Agency and increasing its market share, and to identify the most important
factors that influence on its effectiveness.
To achieve that, the research adopted the descriptive analytical method, and apply a
questionnaire to a sample of employees in the agency amounted / 38 / employees.
The research found a strong correlation between the using of electronic promotion in
the agency and increasing its market share, also a strong correlation between the
availability of personnel and technical expertise and the degree of using information and
communication technology and increasing its market share, a medium correlation between
the quality of the website and increasing the market share, and a weak correlation between
the level of diversity of the electronic promotion tools and increasing the market share.
The most important factors limiting the effectiveness of the electronic promotion in the
agency were the lack of a clear strategy for electronic promotion, and the lack of clarity of
the electronic promotion mix components.
ترويج الاستثمار
هيئات تشجيع الاستثمار
الترويج الالكتروني
الحصة السوقية
تقنيات ترويج الاستثمار
مزيج الترويج الإلكتروني
هيئة الاستثمار السورية
Investment Promotion
(Investment Promotion Agencies (IPAs
Electronic promotion
Market Share
Investment Promotion Techniques
Electronic promotion Mix
(Syrian Investment Agency (SIA
المزيد..
The recycled concrete aggregate RCA was able to take the place of the vierge &
natural aggregate NA, embankments elected,to implement the base&subbase road layaers
and airports in many country of the world.furthermore, there is almost consensus by
a large
of reshershers and scholars about the possibility of using RCA in mix cement concrete for
non-structural elements .whil,the using of RCA in the hot mix asphalt HMA still under
discussion and debate, due its high porosity , high water absorption, and its heterogeneity
which reflected negatively on the mechanical and physical properties of the HMA
This research discusses stadying the possibility of using the recycled concrete
aggregates in hot mix asphalt HMA, for the implementation of the bas layer bituminous
road , by the application of the marshall tests on hot mixtures asphalts have ben prepared
using different ratios of recycled concrete aggregates.
The results of marshall testes showed that the HMA prepared with amount of
recycled concrete aggregates less than 50%,can be used to implement the base layer
bituminous road,according to the general terms and specifications book for road works and
bridges in the syrien arab republic.
This study aimed to identify the role of the marketing mix electronic elements in the
creation of competitive advantages of public commercial banks to make them distinct and
unique from other banks site، especially after its entry into the era of t
echnological
revolution and Informatics.
To achieve this، the researcher studied the relationship between the electronic
elements of the marketing mix، and achieve competitive advantage، through a survey on
public commercial banks in Latakia، and the research sample was/ 120 / unit.
The researcher found that a relationship exists between each of the elements of the
marketing mix elements (electronic product، electronic pricing، electronic promotion،
electronic distribution، people، physical elements، the process of providing the service)،
and promoting the competitiveness of banks under study. As the researcher of this study a
set of proposals and recommendations that are expected to help banks in the study to
achieve competitive advantage.
Featuring a self-compacting concrete (SCC) high capacity to fill the mold and
passing ability through barriers under the influence of self-weight without vibration,
thereby reducing the required labour and reduces the noise associated with vibratio
n.
Modern applications focused on improving the specifications of high performance,
resistance and speed of construction. The research presents an experimental study for an
(SCC) mix produced from local materials, including the necessary tests on the proposed
concrete mix, which approved in the global codes. These experiments determine the basic
characteristics of (SCC) in fresh case were also identified pressure resistance of (SCC) and
determine the value of the modulus of elasticity (E) and the behavior curvatures. All mixes
have been achieved global standards and conditions, and the required experiments were
done in the laboratory of civil engineering faculty at Tishreen University.
The current research addresses the impact of the impact of the elements of promotional mix (Public Relations, advertising, personal selling, sales promotion) to increase the competitive ability of the service organizations by conducting a field study
on private hospitals which works in the Syrian coast , and to achieve the objectives of the research, A questionnaire was built and this questionnaire has applied on managers administrators in those hospitals, marketing Specialist, if any, or are responsible of advertising, where the researcher used the method of comprehensive inventory which concerns with collection the information on the hospitals studied, and the number of distributed questionnaires (61) questionnaire , recovered them (57) questionnaire , and the response rate (93.44 %), after study and analysis of the study found the following results: 1 - There is a significant correlation between the of the public relations method used by the departments of private hospitals operating in the Syrian coast and its ability to compete in the health market. 2 - There is a significant correlation between the types of advertising used by the departments of private hospitals operating in the Syrian coast and its ability to compete in the health market. 3 - There is a significant correlation between the of personal selling method used by the departments of private hospitals operating in the Syrian coast and its ability to compete in the health market. 4 - There is a significant correlation between the of the sales promotion method used by the departments of private hospitals operating in the Syrian coast and its ability to compete in the health market.