Multi-Label Naïve Bayes Classifier for Identification of Top Destination and Issues to Accost by Tourism Sector

2018 ◽  
Vol 26 (3) ◽  
pp. 37-53 ◽  
Author(s):  
Sapna Sinha ◽  
Vishal Bhatnagar ◽  
Abhay Bansal

This article describes how the tourism sector plays very important role in the social and economic growth of any country. Technologies like the internet and mobile technologies have changed the marketing strategy of the sector. It has been observed that business operators and the workforce employed in the tourism industry do not have sufficient knowledge, tools and/or strategy to implement technology correctly. Technology can be used in all the dimensions of tourism for gaining a competitive edge and providing a wide range of services to customers. For better customer satisfaction, the industry should know the major issues confronting tourism. Experiences shared by tourists on social media, i.e. Facebook, Twitter, Instagram and YouTube, can be used and analyzed to gain insight on customer needs. In this article, the authors propose a unified framework and have used tweets shared by tourists for the identification of major issues faced by tourism sectors. Identified issues are categorized into four main categories. The obtained results will help players of tourism sector for improving the services and growth of the sector.

2014 ◽  
Vol 1 (2-3) ◽  
pp. 119-122
Author(s):  
Oksana Kondur ◽  
Yuriy Kopchak ◽  
Liliya Kopchak

Natural resources in the Carpathian region, favorable natural and geographicalconditions give preference to the development of recreational industry over other types ofindustrial activity that provides: employment of people in recreational region, development ofUkraine and the recognition of its economy internationally, positive impact on the formation ofindividual. This necessitates a systematic study of a wide range of organizational problems,recreational planning and creation of new management models for tourist activities.Modern development of the tourism industry is associated with such socio-economic factors: thegrowth of social welfare and the effective demand for tourist services; increasing demand forvacation and recreation; urbanization and globalization; communicational and humanitarianfactors; transformation of traditions, cultures and social consciousness; changes in the structure ofspiritual values; increased leisure time etc .


2018 ◽  
Vol 57 ◽  
pp. 01017
Author(s):  
Hanna Klimek ◽  
Janusz Dąbrowski

Corporate social responsibility (CSR) is a tool used by companies to establish positive relations with their surroundings and gain a competitive edge. This also relates to centres providing services, such as seaports. In the past, these served as loading/off-loading and storage stations as well as ship terminals. At present, they have become versatile complexes administering land and infrastructure as well as playing host to numerous enterprises which offer a wide range of services to carriers and freight forwarders. Not only individual businesses but also entire port service hubs can, or even should, be socially responsible nowadays. The topic of this research is the social responsibility of sea ports. This article will discuss the social responsibility of the Port of Gdynia. The objective is to present socially responsible actions taken by Gdynia Port Authority SA and the largest port operators and to assess the progress made on the implementation of CSR there.


2020 ◽  
Vol 12 (24) ◽  
pp. 10478
Author(s):  
Cheryl Cockburn-Wootten ◽  
Alison McIntosh

Internationally, the accessible tourism market has been identified as a growing segment that could lead the way for social inclusiveness, as well as providing the industry with financial gains and destination competitiveness. Despite the increased number of people who travel with access requirements, the sector still lacks an understanding of the expectations and experiences of access tourists. Accessible tourism covers an array of impairments from people who are immobile, visually impaired, an invisible impairment, parents with pushchairs, and seniors. The purpose of this study was to understand the expectations and experiences of the access consumer to suggest improvements for accessibility for the New Zealand tourism sector. The social model of disability was adopted to examine the sector and framed the semi-structured interviews with access consumers. Key results identified from the data were the need to achieve dignity in service offerings to gain experiences that facilitate independence and equity of access, access to information before the travel that is clear and accurate to aid planning, and accessible transport and education. In conclusion, the paper calls for the New Zealand tourism industry to align with the Disability Strategy sustainability goals to achieve equity and inclusion and create enjoyable accessible experiences in their tourist offerings.


2015 ◽  
Vol 2 (3) ◽  
pp. 422-442
Author(s):  
Vonny Setianda ◽  
Roos Kities Andadari

Experience from many countries shows that tourism contributes greatly to the economic growth that can improve the welfare and quality of citizens’ lives. To enhance the role of the tourism sector to improve the economy, increasing the competitiveness of this sector is the key. For Indonesia, which has great potential in the tourism sector, tourism development strategies are needed to improve the competitiveness of the tourism industry. The purpose of this study is to determine the position of competitiveness in Indonesia’s tourism sector, especially compared to some major ASEAN countries, and propose appropriate tourism development strategies. After mapping the condition of Indonesia’s tourism competitiveness compared to some other major ASEAN countries, this study uses STP (segmenting, targeting, and positioning) to find appropriate tourism development strategies. This research utilizes secondary data. The results show that compared to some other major ASEAN countries (Singapore, Malaysia and Thailand), Indonesia's tourism competitiveness in some aspects is low, although this condition has improved in recent years. However, given the demands of the dynamic tourism market, the competitiveness needs to be improved continuously. This necessitates special strategies, so that the efforts match with the target. Keywords: Indonesian tourism, competitiveness of the tourism industry, tourism development strategies


2018 ◽  
Vol 1 (1) ◽  
pp. 203-213 ◽  
Author(s):  
Sismudjito Sismudjito ◽  
Syafruddin Pohan ◽  
Kariono Kariono

Pertumbuhan Kunjungan wisatawan ke Kabupaten Nias beberapa tahun belakangan menggambarkan peningkatan aktifitas sosialekonomi masyarakat Nias di bidang pariwisata. Peningkatan aktifitas sosial-ekonomi ini menjadi salah satu faktor pemicu mobilitas sosial penduduk dalam meningkatkan kesejahteraan masyarakat Nias. Penelitian ini bertujuan untuk menemukan jawaban apakah mobilitas penduduk Nias melalui aktifitas yang berbasis industri pariwisata dapat meningkatkan status sosialekonomi masyarakatnya; serta bagaimana mobilitas sosial penduduk Nias dalam meningkatkan status sosial-ekonomi yang berbasis pariwisata. Landasan teori dalam penelitian ini adalah mobilitas sosial yang diimplementasikan oleh sebagian anggota masyarakat yang telah memiliki tingkat daya terima (aksesibilitas) yang tinggi. Bekerjanya mobilitas sosial dan aksesibilitas tersebut dapat meningkatkan status sosial ekonomi para anggota masyarakat melalui aktifitas sosial. Penelitian ini menggunakan metode penelitian gabungan yang merupakan kombinasi metode penelitian kuantitatif dan kualitatif. Penarikan sampel dilakukan secara acak (sampling of random) dengan analisis data menggunakan teknik distribusi frekuensi. Hasil penelitian menjelaskan mobilitas sosial penduduk dengan beberapa jenis pergerakan sosial, diantara pergerakan tersebut yaitu mobilitas sosial horizontal, mobilitas sosial vertical naik, mobilitas vertikal turun, mobilitas sosial antar generasi, dan mobilitas sosial intra generasi yang berdampak pada tingkat aksesibilitas para anggota masyarakatnya.   The growth of tourist visits to Nias Regency in recent years illustrates the increase in the socio-economic activities of Nias people in the tourism sector. This increase in socio-economic activities is one of the factors that trigger the social mobility of the population in improving the welfare of Nias people. This study aimed to find answers to whether the mobility of Nias residents through activities based on the tourism industry could improve the socio-economic status of their communities; and how the social mobility of Nias residents improved tourism-based socio-economic status. The basis of the theory in this study was the social mobility implemented by some members of the community who had high levels of acceptance (accessibility). The operation of social mobility and accessibility can improve the socio-economic status of community members through social activities. This research used a combined research method which was a combination of quantitative and qualitative research methods. Sampling was done randomly (sampling of random) by analyzing the data using frequency distribution techniques. The results explained the social mobility of the population with several types of social movements, which were horizontal social mobility, vertical upward social mobility, downward vertical mobility, intergenerational social mobility, and intra-generation social mobility having impacts on the accessibility of members of the community.


2021 ◽  
Vol 10 (1) ◽  
pp. 44-58
Author(s):  
Muhammad Yamin ◽  
Arif Darmawan ◽  
Slamet Rosyadi

This article is part of an international relations study conducted by the authors. This study aims to illustrate the extent to which Indonesia can get out of the “entanglement” of the COVID-19 pandemic, especially in the tourism industry sector. Another purpose of writing this article is to analyze the Indonesian government’s role in using the term “new normal” and its relation to sustainable tourism during the COVID-19 pandemic has not ended. Tourism during the COVID-19 pandemic is the focus of the discussion of this article because it is one of the industries most harmed by this pandemic. Globally the loss of world tourism reaches US$22 billion. This figure will continue to increase as long as this pandemic cannot be controlled through vaccines and drugs. No exception for Indonesia, which lost the country’s original income from this sector, reaching tens of trillions of rupiah in just four months since WHO announced COVID-19 as a global pandemic. The new normal situation during the ongoing COVID-19 pandemic is an opportunity as well as a challenge for world tourism in general and Indonesian tourism in particular. The change in lifestyle and habits of the community in traveling directly or indirectly has “hit” this industry very hard. Undeniably, reactivating tourism industry activities do have considerable risk, but on the other hand, many sectors depend on this industry. Cleanliness, Health, Safety, Environment Sustainability (CHSE) strategy conducted by the Indonesian government is one of the efforts in re-mobilizing Indonesia’s tourism sector amid the COVID-19 pandemic, as well as the opportunity to apply three main principles of sustainable tourism in the new normal era, namely involving the social sector in policy engagement, maintaining the sustainability of natural resources and making sustainable development a synonym of economic growth.


Author(s):  
S. Anandasayanan ◽  
S. Balagobei ◽  
M. Amaresh

In Sri Lanka, tourism has been identified as the third largest and fastest growing source of foreign currency in 2018, after private remittances and textile and garment exports, accounting for almost $4.4 billion or 4.9 percent of gross domestic product in 2018. Tourism industry is a key element which accelerates the economic growth by earning high foreign exchange and reducing poverty by providing direct and indirect employment opportunities to locals. This study primarily investigates the impact of between tourism sector on economic growth by employing Augmented Dickey Fuller’s unit root test, correlation analysis and regression analysis. Annual data from 1989 to 2018 was used. The dependent variable was economic growth while tourists’ receipts were independent variable. Strong and positive correlation was explored between tourists’ receipts and economic growth meanwhile the results of regression analysis indicate that tourists’ receipts significantly impact on the economic growth.


Author(s):  
Володимир Станіславович Білозубенко ◽  
Міла Юріївна Разінькова ◽  
Наталія Олександрівна Небаба ◽  
Ольга Михайлівна Ятчук

The article provides insights into information and communication technology (ICT) issues used in the tourism industry. It is argued that information and communication technologies is a driving force behind the tourism industry which contributes to boosting positive effects to a number of internal travel company activities and organizational factors like net cost, market and competition. ICT has become a key impetus to enhance competitiveness of travel companies as well as of tourist destinations, since a wide range of technological advancements has triggered this evolution. Actually, the overall rapid development of information and communication technologies and the Internet, in particular, has dramatically changed the tourism industry making the Internet an effective marketing tool for the entire travel services sector. This tool is of critical significance to both suppliers and consumers in disseminating information, communication and purchasing goods and services online. It has been verified that the major technologies and ICT applications used in tourism are websites; digital marketing; social networks; multimedia; mobile technologies and intelligent environments (IE). A well-designed website proved its effectiveness in promoting customer loyalty to the website and its products. ICTs are changing the way tourism products are sold and apart from that are a powerful tool for marketing research. In tourism, customer reviews and recommendations are of great importance to enhance the travel company attractiveness and promote travel destinations. Apparently, tourist information involves a wide range of graphics and image data representation to ensure positive customer perception to travellers who plan their trip. The evolution of mobile technology and infrastructure is becoming a common attribute of everyday life. In modern market segmentation realia, travel companies need to know how to adapt their market offer at a time of booking and adjust travel services to a great number of customers and market segments. The research results specify that building strong relationships with the external environment will promote better coordination between all the tourism industry stakeholders. The future of tourism is to be focused on customer-centric technologies that will facilitate a more dynamic process of communication between travel companies and their customers.


Author(s):  
João V. Estêvão ◽  
Maria João Carneiro ◽  
Leonor Teixeira

The tourism industry is known to have an extensive use of the Internet, both on the supply and on the demand side. The steady and fast emergence of the Internet has dramatically changed the business processes within the sector, forcing suppliers and intermediaries to adapt to a scenario in which visitors have multiple and more flexible choices regarding the search, planning, booking, and purchase of tourism services and products. This chapter explores the main impacts and trends that the dynamic use of the Internet within the tourism sector—the so-called eTourism—has originated in each of the sector's main stakeholders, including suppliers, intermediaries, destination management organizations, and tourists.


2015 ◽  
Vol 9 (5) ◽  
pp. 26-34
Author(s):  
Юлия Сивошапка ◽  
Yuliya Sivoshapka

Following an analysis of factors which hinder the development of the regional tourism sector, for the purpose of the regional travel industry development the article justifies the need for development of a new product of the Crimean tourism industry – food tourism. The article explores the potential of the concept of food tourism promotion and development based on prospects available for the different parties concerned. To identify the parties concerned and their motives, the article has addressed conceptual issues relating to a connection between food tourism and tourism sector development; potential of food tourism as an instrument of region development; strategy to be evolved to encourage development of food tourism. It has been established that the parties interested in the origin and development of food tourism may be grouped into four separate categories depending on geographic scope of their operations, business profile and value of their interests: 1) “state regulatory authorities” – regional and municipal state authorities; 2) “food intermediaries” that comprise a wide range of the concerned market players involved in tourism and related sectors; 3) “farmers (producers) and restaurant keepers” involved in provision of food services or production, “public concerned” – volunteers involved in surveys, the findings of which may be used for the development of strategies. It has been found out that the development of food tourism in the Republic of Crimea requires consolidation of efforts, knowledge and capabilities of all the parties interested in the diversification of tourism product, extension of time frames of a high tourist season and increase in marketability of the regional tourism product, in particular, and tourism sector, in general.


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