Deep learning and Internet of Things for tourist attraction recommendations in smart cities

We propose a tourist attraction IoT-enabled deep learning-based recommendation system to enhance tourist experience in a smart city. Travelers will enter details about their travels (traveling alone or with a companion, type of companion such as partner or family with kids, traveling for business or leisure, etc.) as well as user side information (age of the traveler/s, hobbies, etc.) into the smart city app/website. Our proposed deep learning-based recommendation system will process this personal set of input features to recommend the tourist activities/attractions that best fit his/her profile. Furthermore, when the tourists are in the smart city, content-based information (already visited attractions) and context-related information (location, weather, time of day, etc.) are obtained in real time using IoT devices; this information will allow our proposed deep learning-based tourist attraction recommendation system to suggest additional activities and/or attractions in real time. Our proposed multi-label deep learning classifier outperforms other models (decision tree, extra tree, k-nearest neighbor and random forest) and can successfully recommend tourist attractions for the first case [(a) searching for and planning activities before traveling] with the loss, accuracy, precision, recall and F1-score of 0.5%, 99.7%, 99.9%, 99.9% and 99.8%, respectively. It can also successfully recommend tourist attractions for the second case [(b) looking for activities within the smart city] with the loss, accuracy, precision, recall and F1-score of 3.7%, 99.5%, 99.8%, 99.7% and 99.8%, respectively.

Daya Tarik Wisata Waduk Panji Sukarame Sebagai Objek Wisata di Kota Tenggarong

The purpose of this study was to determine the tourist attraction in Waduk Panji Sukarame. Tenggarong City has one of the mainstay tourist destinations in East Kalimantan, one of which is the Waduk Panji Sukarame as a tourist attraction, as a tourist attraction and object, it is necessary to hold a good management process so that visitors become interested in coming to the place. This study finds out what tourist attractions are in the Waduk Panji Sukarame Tenggarong, Kutai Kartanegara Regency, East Kalimantan. The research method used is the descriptive qualitative research method. The data collected is through direct observation and interviews with the managers of the Waduk Panji Sukarame. Waduk Panji Sukarame has natural attractions. It has an orchid garden and has artificial gazebo tours, colourful bridges, unique toilets, flying fox, duck bikes, viewing towers, playgrounds. The Waduk Panji Sukarame has a tourist attraction and is worthy as a tourist attraction.

Empowerment of Youth Community Tourism Management in Sukamakmur District, Bogor Regency

The varied natural potential makes Bogor Regency has a lot of natural tourism potential. Its location in the highlands adds to the attraction of tourists to visit. One of the natural tourist destinations in Bogor Regency is Cipamingkis waterfall, the location of this waterfall is in Wargajaya Village, Sukamakmur District, Bogor Regency. Sukamakmur district actually has several tourist attractions, such as the Kahyangan villa and the Ciherang waterfall. However, the existence of this tourist attraction has not had a significant impact on the villagers, most of the villagers still rely on agricultural fields as their livelihood. In addition, the village youth have not played a role in the management of tourism objects. They prefer to work outside the village rather than develop their village. Therefore, this community service activity aims to provide training in managing and developing tourism objects in Sukamakmur district, the concept of community-based tourism management or better known as Community Based Tourism (CBT). The training was carried out in three stages, including program socialization, group discussions, and the last stage was tourism management planning. The results of these activities, in the socialization stage, the youth of Sukamakmur district actually have the motivation to manage and develop tourism objects in Sukamakmur district. However, it is constrained by limited knowledge about the management of tourism objects. The second stage of activity tries to dig up information on the existence of the tourist attraction, so that several alternative tourism development plans are obtained. In the last stage, it is activated to try alternative tourism objects that can be developed in Sukamakmur district with the hope that Sukamakmur district becomes a Tourism Village and residents get a positive impact.

Tukad Bindu Yang Windu: Upaya Mengembalikan Kejayaannya sebagai Urban Tourist Attraction di Denpasar

Sungai sudah sejak lama merupakan lokasi yang penting bagi kehidupan masyarakat, namun di sisi lain, sungai-sungai terdesak oleh pembangunan hingga bahkan menjadi tempat pembuangan limbah baik rumah tangga dan industri. Padahal sungai memiliki potensi untuk dikembangkan menjadi daya tarik wisata yang bermanfaat tidak hanya untuk lingkungan, namun juga bahkan secara ekonomi bagi masyarakat sekitar. Seperti Tukad Bindu, sebuah sungai di Denpasar yang menjadi pilot project pertama pengelolaan daerah aliran sungai yang berbasis komunitas. Yayasan Tukad Bindu sebagai mitra pengabdian menghadapi masalah akibat ditutupnya kawasan dalam upaya memutus mata rantai penyebaran Covid-19, seperti penurunan kualitas fisik hingga kekhawatiran akan kunjungan wisatawan yang tidak setinggi dulu ketika lokasi nanti dibuka kembali. Solusi yang ditawarkan oleh tim pengabdian masyarakat Universitas Ngurah Rai di Tukad Bindu antara lain pelaksanaan desain backdrop panggung, atap salah satu fasilitas, papan penunjuk, pelaksanaan sosialisasi eco enzyme dan lomba mewarnai. Seluruh kegiatan dilakukan bersama-sama dengan masyarakat difasilitasi oleh yayasan, sejak perencanaan, pelaksanaan hingga pemantauan. Seluruh kegiatan mendapatkan dukungan dan apresiasi dari semua pihak yang ditandai dengan keberhasilan pelaksanaan kegiatan sesuai target.

Guidelines for the development of tourism for tourists with different demographic characteristics in Sichon District, Nakhon Si Thammarat Province

The purposes of this research were to compare demographic characteristics and motivations of tourists as a push factor and a pull factor, to assess the potential of the tourism components, and to propose guidelines for the development of tourism for tourists with different demographic characteristics in Sichon District, Nakhon Si Thammarat Province. It was collected information from four hundred Thai tourists who traveled to the tourist attraction in Sichon District, Nakhon Si Thammarat Province. Then it was analyzed using statistical, descriptive, mean, standard deviation, t-Test One-Way ANOVA interpretation, and qualitative research by Non-participant observation of the five tourism components (5A). It found that the samples with different genders, ages, monthly incomes, and domiciles had different tourism behaviors, but the samples with different marital statuses do not have different tourism behaviors. The main reason for traveling to Sichon District, Nakhon Si Thammarat Province was the need for change and self-development, followed by the response to private needs. In terms of pull factors, it found that the samples focused on tourist attractions at a high level, followed by amenities, access, accommodations, and activities were at moderate to high.

Lanskap Agrowisata Kopi Sumedang Sebagai Kolaborasi Peningkatan Perkebunan Rakyat Dan Perlindungan Lahan Danau Sunyayuri

called Kopi Buhun. Buhun Coffee is a type of Arabica coffee which is a single origin "special tea coffee". In developing Buhun coffee, land is needed that can be planted with coffee. This land is not only a coffee plantation but can become a tourist attraction that can educate, increase recreation and protect the environment besides that it can economically increase the income of residents around agrotourism. In general, the land of Lake Sunyayuri, Cimarias Village, Pamulihan District, Sumedang Regency is an area that has the potential to become a tourist spot with an artificial lake, and a panoramic view of the hills surrounding the lake with a beautiful and calming atmosphere. The productivity of Indonesian coffee is still low compared to the potential that can be increased. The need for plantation land, especially coffee, is still lacking. Utilization of abandoned forest areas in areas with coffee potential can still be carried out, including utilizing the Pamulihan Cekdam area. What is the form of the Sumedang Coffee Agrotourism design in utilizing the existing potential into plantation tourism that provides interesting tourist experiences, recreational facilities, and social interaction as well as coffee education for visitors and the community about how to cultivate coffee from nurseries to products that can be enjoyed and provide a source of income for local communities while preserving the environment?

Memory, Imagination, and Resistance in Canada’s Prison for Women

A group of women who were incarcerated at Canada’s first federal Prison for Women (P4W) have been fighting to create a memorial garden since the prison closed in 2000. In 2017, the prison was sold to a private developer who plans to convert the historic building and grounds into condos, retail, and office space. What does it mean to remember the dead, and to fight for the living, at a time when neoliberal common sense demands the efficient conversion of a place of suffering and death into a “heritage building” on “prime real estate”? How might a collective practice of radical imagination help to resist the commodification of memory into a tourist attraction or an aesthetic improvement of private property? And what is the relation between memory, healing, and accountability in a place where state violence, gender domination, and settler colonialism intersect?

TOURISM IN THE MORAVIAN KARST

The article focuses on sustainable tourism in the protected landscape area of the Moravian Karst. Participants in the research included municipalities, stakeholders in the field of tourism, residents, and visitors. The Moravian Karst (CHKO) is an example of a preserved landscape area that managed to combine environmental protection and tourism. Visits to caves prevail; however, visitors do not limit their activities to this type of tourist attraction. They also visit other natural as well as cultural sights. Most municipalities think that the existence of the Moravian Karst CHKO positively influences the development of tourism. They appreciate new jobs and the inflow of finance from the regional budget.

PENGARUH DAYA TARIK TERHADAP KEPUASAN WISATAWAN DI COFFEE ON THE BUS PO. REJEKI TRANSPORT YOGYAKARTA

This study aims to determine whether the tourist attraction factors which consist of attractions, amenities, and accessibility have an effect on tourist satisfaction at Coffee On The Bus PO. Fortune Transport. The research sample was 50 tourist respondents who visited the Coffee on The Bus. This type of research is a type of quantitative research using multiple linear analysis located in Yogyakarta. The results showed that the three variables simultaneously and significantly affected tourist satisfaction.

WISATAWAN DALAM PERSEPSI TERHADAP DAYA TARIK WISATA HERITAGE DE TJOLOMADOE

This study aims to determine the perception of tourists on aspects of heritage tourism at De Tjolomadoe. The data collection method used is the distribution of online questionnaires. The analytical method used is descriptive, covering the characteristics of the respondents and the characteristics of the attractiveness of the De Tjolomadoe tourist attraction. The characteristics of the respondents in this study, namely the majority of male tourists; private employment; undergraduate education; and the population of Central Java. Meanwhile, the characteristics of tourist objects are: tourists consider ticket prices cheap; good image of tourist destinations; recommend De Tjolomadoe as a tourist destination; the majority of tourists who visit use private cars; tourists do not use lodging while visiting; visits are made from the family; Destination information is obtained through friends or relatives. Tourists are motivated to come because they have never been to a tourist location; tourists consider the architecture of the building to be the most attractive attraction. The analysis of heritage aspects includes aspects: rarity, history, superlativity, plurality, influence and aesthetics. De Tjolomadoe has met the criteria as a heritage tourist attraction with the highest aspect of history.