scholarly journals Rekomendasi Wisata Umbul dengan K-Means Clustering

Author(s):  
Fajar Pamungkas ◽  
Didik Nugroho ◽  
Yustina Retno Wahyu Utami

District Klaten has many springs that are used by people for many things; one of them used for tourist attractions is umbul tourism. It is difficult to use K-Means Clustering Method for determine umbul tourism according to classification and spread in district Klaten. K-Means Clustering is a method of grouping data by taking parameters of a number clusters, and partitioning data into clusters, based on similarities between data in one cluster and dissimilarities between different clusters, the center of the cluster is the average of the cluster member values it called as centroid. The results of this study are grouping the umbul truism which are divided into three clusters namely Enough, Good and The Best. The result of the data, there are 4 umbul tourisms in the first cluster is Beautiful category, namely Tirtomoyo, Buto, Pancuran, and Besuki. In the third cluster of umbul tourism has good category, namely Tirto Mulyani umbul, Gedaren, Sumber Nila, Manten, Sigedang, and Kajen. In the best category in the second cluster has 8 umbul tourisms, namely Nila umbul, Tirto Mulyono, Ingas, Lumban Tirto, Ponggok, Tirto Raharjo, Jolotundo, and Tirtomulyono.Keywords: K-Means Clustering, Umbul, Umbul Category, Tourist Destination

2020 ◽  
Vol 2 (2) ◽  
pp. 109
Author(s):  
Huzaely Latief Sunan ◽  
Widhiatmoko Herry Purnomo ◽  
Nur Chasanah ◽  
Gito Sugiyanto ◽  
Tigar Putri Adhiana ◽  
...  

Desa Limbasari secara geografis terletak di Kecamatan Bobotsari Kabupaten Purbalingga. Desa Limbasari merupakan salah satu desa wisata yang baru di Kabupaten Purbalingga. Desa ini mempunyai potensi yang besar untuk dikembangkan sebagai destinasi wisata dalam segi wisata kebumian dan geoheritage. Daya tarik wisata yang ada berupa River Tubing, landscape pegunungan batuan gunung api yang terdapat batu jasper hijau �nogo sui�, dan situs kebudayaan prasejarah. Di samping itu keunikan budaya serta sejarah masyarakat juga menjadi daya tarik bagi masyarakat perkotaan. Tujuan dari pengabdian masyarakat adalah mengulas kelayakan geosite dan geomorphosite di Desa Limbasari sebagai sebuah solusi bagaimana memanfaatkan kekayaan geologi beserta berbagai dinamikanya untuk kegiatan wisata edukasi dan ekonomi yang berwawasan lingkungan. Metode yang digunakan adalah pemetaan potensi geologi sebagai kawasan wisata, inventarisasi pada lokasi yang mempunyai cagar budaya dan sejarah serta wawancara dengan pihak terkait dan studi literatur. Dari hasil kelayakan di kawasan wisata Limbasari mempunyai nilai kelayakan antara 47.5% - 73.5%. Dengan demikian, Kawasan Desa Wisata Limbasari, Kabupaten Purbalingga layak menjadi objek geowisata dengan aspek penilaian didasarkan pada nilai kuantifikasi berbagai keindahan antara alam dan proses geologi yang mengontrol terbentuknya obyek geowisata tersebut.Limbasari Village is geographically located in Bobotsari Subdistrict, Purbalingga Regency. Limbasari Village is one of the new tourism villages in Purbalingga Regency. This village has great potential to be developed as a tourist destination in terms of earth tourism and geoheritage. The tourist attractions are River Tubing, mountainous volcanic mountain landscape with green jasper stone "nogo sui", and prehistoric cultural sites. In addition, the cultural and historical uniqueness of the community is also an attraction for urban communities. The purpose of this study is to review the potential of Geotourism and geoheritage in the Village of Limbasari as a solution to how to utilize the rich geological and cultural sites along with various dynamics for educational activities that are environmentally friendly education and economy. The method used in this study is the mapping of geological potential as a tourist area, an inventory of locations that have cultural and historical reserves as well as interviews with relevant parties and literature studies. From the results of research in the tourist area Limbasari has a feasibility value between 47.5% - 73.5%. Thus, the Limbasari Tourism Village Area, Purbalingga Regency deserves to be a geotourism object with the assessment aspect based on the quantification value of various beauties between nature and the geological process that controls the formation of the geotourism object.


2021 ◽  
Vol 8 (S1-Feb) ◽  
pp. 230-234
Author(s):  
Vidya H N

This paper explores the tourism trends emerging in post COVID- world. This pandemic was conscientious for an abrupt transformation in the way world travelled. This impulsive impediment in the tourism and hospitality industry was not only unconstructive to the growth of the industry but the imminent influences on future tourism are also looking dim and muted. Virtual Reality has emerged as a new innovative approach to attract viewers though providing them a virtual experience of tourism a tour destination with enhanced technological version. Virtual reality is the new normal in the digital world. People are slowly gaining access to digital tourism experiences through Virtual Reality tourism concept. The increase in virtual reality tourism trend is most welcome thing globally. This trend capitalizes on the use of technology to make viewers experience a touring destination. It includes Virtual Reality tours through which a tourist or viewer can experience a tourist destination, hotel interiors, restaurant interiors, outdoor tourist attractions, shopping sites, archaeological inputs, museums, etc sitting in home. This viewer is made to experience complete visit of the destination through VR head gears and comply with his aspirations of touring. Without being physically present on the tourist site a viewer can become a tourist and see all sites as naturally as a tourister. But this usage of technology driven virtual reality tools are challenged by several factors.


2019 ◽  
Vol 6 (2) ◽  
pp. 379
Author(s):  
I Putu Dody Andrian ◽  
Ida Bagus Suryawan

In  this  research  aims  to the  pattern  of  tourists’ visit on  tourists  attraction in  the  area of Sarbagita.  This  reseach was carried out to find out the movement of tourists in visiting one to other tourist destinations which existed in the area of Sarbagita. This research was through several stages, namely: identification of characteristic of tourists who were visiting Sarbagita area and how about the pattern type of their visit. Next it was studying how the path of tourists’ movement who were visiting tourist attractions existed in Sarbagita area. Data collection technique was using observation, interview,  distribution  of 100 questionnaires, literature study and documentation. Informant determination technique was  using  accidental  sampling. The  result  of  research  showed  that  tourists who were visiting various tourist destinations existed in Sarbagita area with the highest number of visits was in tourist attraction of Tanah Lot, Uluwatu, Kuta Beach, Sanur Beach, Bedugul, Ceking Rice Terrace and Pandawa Beach. The pattern of tourists’ visit who were visiting Sarbagita area had 4 types of visits, namely the first wasm “Single  Destination With  or Without  side  Trips” , the second was  “Transit  Leg  and Circle  Tour  at a  Destination” ,  the  third  was “Circle  Tour  With  or Without  Multiple  Access ,  Egress  Points ;  Different  Itinerary  Styles  Possible  at   Different  Destination  Areas”, and the fourth was “Hub and Spoke Style”. Keywords: Tourists, Pattern, Visit, Tourist Destination, Area


2019 ◽  
Vol 11 (24) ◽  
pp. 6989
Author(s):  
Adam R. Szromek

This paper presents the basis of the tourism area life cycle (TALC) concept and its extension in the context of the implementation of sustainable development practices in the tourist business model. The author uses the logistic function to determine the level of tourist absorption and capacity. The empirical basis of the methods used was statistics on the development of the tourist industry on Bornholm. The objective of the paper is to determine the stage of development of the tourist area of Bornholm and the consequences of this stage for business models of tourist enterprises functioning there. The results of the analysis indicate that the range of tourist absorption was reached in the 1960s–1970s, and that it is currently getting closer to the upper threshold of that range. Tourism on Bornholm, in line with the TALC concept, is currently in the stabilization stage. Future tourist trends on Bornholm depend on many factors; however, if tourist development goes into the decline stage, the offered products may require transformation, in terms of both transport and the form and availability of tourist attractions. Perhaps this will involve a total transformation of the island into a facility with a specific entertainment, leisure, or business profile. The listed solutions will require entrepreneurs to react within the scope of a transformation of their business models into sustainable models of tourist business.


2018 ◽  
Vol 73 (4) ◽  
pp. 448-464 ◽  
Author(s):  
Seohee Chang ◽  
Paul Stansbie

PurposeA general point of commitment theory is that the more individuals behave in a certain way toward an entity, the more attractive they feel toward that entity. The main purpose of this study is to investigate whether an individual’s perceived attractiveness toward a tourist destination is enhanced by the number of actual visits to each different attraction within the destination, being controlled by satisfaction.Design/methodology/approachIn doing so, data were collected from 613 individuals at major tourist attractions and traffic centers in Daejeon Metropolitan City, South Korea. Hierarchical multiple regression was used to examine the findings, and the conclusions drawn indicate that there is a statistically significant relationship between the number of visits to different attractions and the perceived attractiveness of the destination, as well as the interaction effect between the number of visits to different attractions and satisfaction.FindingsThe results are supported by literature in the area of commitment theory, in which various authors state that attitudes are evoked by behaviors. Further examination of the findings and conclusions drawn are described in this paper.Practical implicationsThis mechanism should strategically be applied to practical implications to provide more accessible routes to a destination and a networking system. When visitors engage in a community in various ways, they are more likely to continue to engage in a community because they do not prefer to have intangible or tangible costs associated with disengagement.Originality/valueThis paper is the first application of the concept of commitment traced from its original psychological theory to the field of tourism. The effort justification paradigm of commitment theory postulates that if individuals work or study hard toward a specific goal, they gradually perceive the goal as attractive. This study found that the aforementioned paradigm shift is expanded to various types of behaviors, including that involving travel. This paper contributes to an in-depth understanding of the original commitment theory and its application to tourism.


2021 ◽  
Vol 10 (3) ◽  
pp. 390-322
Author(s):  
Iwan Ramadhan

Every development activity always leads to better things. If development is not achieved, it will impact the society negatively. Through each of existing social changes, the existing community is expected to work together in carrying out any existing development activities, one of which is in the tourism sector, namely the construction of the Equator Park. The research method used is descriptive qualitative method, and the techniques used in data collection are observation and interviews. The purpose of this study is to see and find out the changes that have occurred in economic and socio-cultural fields that have existed in the community, especially in Jeruju Besar Village since the existence of the Equator Park tourist destination. The results indicated the occurrence of socio-cultural and economic changes leading to positive things for the people in Jeruju Besar village since the existence of the Equator Park tourist destination, and the community is required to be more creative and innovative in creating Equator Park tourist attractions and utilizing technology in introducing the tourist attractions.


2011 ◽  
Vol 1 (1) ◽  
Author(s):  
Ong Puay Liu ◽  
Sharina Abd Halim

The principal building blocks underlying Langkawi’s status as a tourist destination and a geopark are its nature and culture. Both these resources provide the platform for Langkawi to grow as a tourist destination since 1980s and receiving the geopark status by GGN and UNESCO in 2007. This paper discusses that while tourism is a commercial enterprise, it has an important role in ensuring Langkawi’s natural environment is well-protected, and local communities’ cultural traditions safeguarded. Central to this need for protection is ‘heritage’ - the basic ingredient in sustaining Langkawi as a premier tourism destination. This necessitates the need to view tourism and heritage management as interdependent, as both rely on the same ‘heritage resources’. Planning can act as the bridge to connect tourism, whose products are identified for their extrinsic values as tourist attractions, and heritage in which assets are identified for their intrinsic values to a community, state, country and the world.


2017 ◽  
Vol 1 (1) ◽  
pp. 12
Author(s):  
A.A. Ayu Ari Andriani

The island of Bali not only offers the beauty of tourist objects, but the culture and traditions that exist here can be a special attraction. As the culture and traditions of Trunyan villagers, this place is a unique tourist destination, because it is a funeral of people who are placed only under a tree. Also, Trunyan Village has an Ancient art known as Barong Brutuk, even ancient art that already existed before the influx of Hinduism to Bali.


2021 ◽  
Author(s):  
Vilia Apriliani

The management of tourist attractions is one of the main keys to increase the growth of the tourism sector. The role of the community and the government is a must in maintaining and developing tourist destinations. In this article, it will be discussed how to encourage the potential of Bali as an Indonesian tourist destination.


Author(s):  
Wisnu Hadi

ABSTRAKPengembangan pariwisata di wilayah Indonesia mempunyai tujuan untuk meningkatkan pendapatan nasional dan daerah yang memiliki obyek wisata tersebut. Sebagai destinasi wisata Provinsi Daerah Istimewa Yogyakarta selalu menjadi wilayah selalu menjadi tujuhan wisatawan domestik dan internasional sehingga pertumbuhan wisatawan setiap tahun meningkat seiring dengan munculnya obyek wisata  baru sehingga menjadi alternatif kunjungan setelah obyek wisata sudah ada. Sebagai kota pendidikan Provinsi Daerah Istimewa Yogyakarta mempunyai potensi mahasiswa dan pelajar yang belajar di wilayah ini sebagai wisatawan yang selalu menggunakan waktunya untuk berkunjung sebagai wisatawan ke berbagai obyek wisata yang dimiliki provinsi ini. Dalam penelitian yang bersifat deskriptif kualitatif ini peneliti ingin mengetahui penilaian dari mahasiswa yang belajar di Provinsi Daerah Istimewa Yogyakarta tentang pengembangan wisata di berbagai obyek wisata di wilayah ini yang mereka telah kunjungi. Mahasiswa luar jawa sebagai obyek penelitian menilai bahwa pengembangan wisata sudah dinyatakan baik hal ini dikaitkan dengan pelayanan dan kepuasaan selama mengunjungi obyek wisata di Provinsi Daerah Istimewa Yogyakarta. Aspek sarana-prasarana yang ada di obyek wisata dinilai sudah baik, kemudian aspek rasa aman dan nyaman juga dinyatakan memuaskan ditunjang dengan harga makanan, tiket masuk, souvenir juga dijawab memuaskan. Mahasiswa luar jawa sebagai wisatawan menyatakan sangat berkesan dan ini menjadi pengalaman positif baginya dan akan diceritakan kepada orang lain sehingga menjadi referensi untuk kembali berkunjung ke obyek wisata di Provinsi Daerah Istimewa Yogyakarta.Kata Kunci: Pengembangan Objek Wisata; Mahasiswa Luar Jawa, Wisatawan ABSTRACTDevelopment of tourism in the territory of Indonesia has a purpose to increase national and regional income that has these tourism objects. As a tourist destination in Yogyakarta Special Region has always been a region always a destination for domestic and international tourists so that the growth of tourists every year increases along with the emergence of new tourism objects so that it becomes an alternative visit after the tourism object already exists. As a city of education, the Special Region of Yogyakarta Province has the potential of students and students studying in this region as tourists who always use their time to visit as tourists to various tourism objects owned by the province. In this descriptive qualitative research researchers want to know the assessment of students who study in Yogyakarta Special Region Province about the development of tourism in various tourist attractions in this region that they have visited. Students outside Java as the object of the study considered that the development of tourism had been declared good. This was related to service and satisfaction while visiting tourism objects in the Special Province of Yogyakarta. Aspects of existing facilities in tourism objects are considered to be good, then aspects of security and comfort are also satisfactorily supported by satisfying food prices, entrance tickets, souvenirs. Students outside Java as tourists said it was very impressive and this became a positive experience for him and will be told to others so that it becomes a reference for returning to visit attractions in the Special Province of Yogyakarta.Keywords: Tourist Attraction Development; Outside Java Students; Tourists


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