Taufik Djatna

Taufik Djatna
  • Professor
  • Agro-Industrial Engineering Graduate and Post Graduate Program Secretary at IPB University

About

229
Publications
98,308
Reads
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1,211
Citations
Introduction
As a professor in Industrial and System Engineering, I currently work on Master and Doctoral supervision in the fields of Hybrid Kansei system engineering for sentiment and emotional Pareto optimization case, supporting for Arduino based industrial sensor and multi-agent systems. Some on-going research for undergraduate students including the development of computational intelligence for operations management and technology for industrial system readiness level.
Current institution
IPB University
Current position
  • Agro-Industrial Engineering Graduate and Post Graduate Program Secretary
Additional affiliations
December 1995 - present
IPB University
Position
  • Assoc. Professor in Industrial and System Engineering
Description
  • in charged for subject of operations research, system analysis for Undergraduate Program, Supply chain management, softcomputing, Application of Data Miningt for graduate and post graduate programs
June 2010 - present
IPB University
Position
  • Graduate and Post Graduate Program Secretary
May 2010 - June 2010
Hiroshima University
Position
  • Young PhD Post doctoral Researcher
Education
October 2005 - March 2009
Hiroshima University
Field of study
  • Information Engineering

Publications

Publications (229)
Article
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Ensuring robust security systems is critical, particularly for smallholder palm oil supply chains. This study aims to enhance the security and efficiency of blockchain-based supply chains for smallholder palm oil by exploring the integration of certificate authorities, multi-channel schemes, and smart contract integration. This article focuses on t...
Article
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Stroke is the second factor of mortality in the world. According to the World Health Organization (WHO), stroke is an acute brain dysfunction. The effects of stroke are disability and mortality. Therefore, this is a concern for world health. In early 2019, the Pandemic Covid-19 attacked the world and caused many mortalities. Especially, people who...
Article
Despite the promising prospects of blockchain technology, research remains primarily confined to the analysis-design phase, highlighting a gap in support for actual implementation. This study aims to develop a framework for assessing the implementation readiness of a blockchain-based traceability system, using the Kintamani coffee agroindustry as a...
Article
The challenges in the small-scale dairy industry often stem from outdated business management practices and a lack of comprehensive performance evaluation. This study adopts a structural approach by analyzing the performance of the fresh milk supply chain within Farmers Group XYZ, located inBogor Regency. We employed the SCOR and AHP methods for ou...
Article
Amid the development of blockchain technology in various sectors, this research proposes a novel Integrated Assessment Model to evaluate readiness for implementing blockchain-based systems. This research was carried out in stages using a modified project evaluation system approach, which includes a series of processes such as systematic literature...
Article
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The lack of proper planning and scheduling in the shipping process within the rice flour supply chain has resulted in various challenges, including missed products for consumers. This issue is particularly concerning due to the delicate nature of rice flour, which has a limited shelf life. Implementing a contract-based supply chain information syst...
Article
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Logistics plays a crucial role in shaping the efficiency and effectiveness of business operations. The manual monitoring approach often entails labor-intensive procedures, leading to inefficiencies and ineffectiveness within the logistics sector. The incorporation of sensors into product packaging holds the potential to benefit consumers by ensurin...
Article
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Procurement planning with forecasting techniques is constructive for the agro-industry in dealing with price fluctuations and uncertainty in the availability of quality raw materials and controlling procurement costs. However, not all agro-industries can implement procurement planning accurately and precisely because it is unsuitable for the data c...
Article
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The Cocoa agroindustry requires future changes based on information technology that provide significant value benefits for organizations/companies (digital transformation). The experience during the pandemic required us to transform digitally. Cocoa agroindustry stakeholders such as cocoa farmers, farmer facilitators, and regulators have not been r...
Article
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Indonesian cocoa products in international trade face challenges in quality, food safety, and environmental requirements. Developing the cocoa agro-industry is essential to meet those global demands. The research aims to analyze the competitiveness of business in Indonesian cocoa products using the Global Value Chain (GVC), Revealed Comparative Adv...
Article
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The recommendation system is an important tool for providing personalized suggestions to users about products or services. However, previous research on individual recommendation systems using skyline queries has not considered the dynamic personal preferences of users. Therefore, this study aims to develop an individual recommendation model based...
Article
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Beef is a perishable product and requires special handling. Demand for beef also fluctuates quite high and is heavily influenced by various religious events and traditions in Indonesia. Under these conditions, for various reasons, beef products are returned from customers to distributors. An increase in the number of products returned from customer...
Article
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Researchers and journal managers need summary information, such as research maps and trends. Topic and words-based document content analysis alternative to science mapping and trend prediction based on bibliographic analysis. The data are a collection of journal articles/proceeding documents and metadata for 2011-2020 published by the International...
Article
Coffee is a crucial agricultural commodity in developing nations like Indonesia, so it is important to implement a trustworthy traceability system for the product. However, there are no established guidelines for developing a blockchain-based traceability system that the coffee industry can adopt. Therefore, this study aims to present a Digital Bus...
Article
The study aims to propose the business process model (BPM) and the classification rules to recapture more halal value from returned halal chicken meat (HCM) for deciding the appropriate product recovery of returned halal chicken meat. The actors involved in reverse logistics activities of halal chicken meat are quality assurance staff, cold storage...
Article
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The rhodinol content is an essential component in determining the citronella oil qualities. This study aimed to develop a model calibrated to predict the rhodinol content in citronella oil using near-infrared (NIR) spectroscopy. This research is the initial stage in developing a spectral smart sensor system that predicts the rhodinol content of cit...
Article
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The development of new technology has the potential to disrupt and transform an existing system as well as information technology. This study aims to build a proposed model in order to transform an old system into a Blockchain-based system. The smallholder oil palm supply chain currently uses a traditional information system and technology, hence i...
Article
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There have been many kinds of research about nanocellulose isolation and its characterization. However, there are gaps in quantitative conclusion according to previous findings about the difference effects of the isolation method on nanocellulose properties. In this study, a meta-analysis was carried out from 28 scientific journals and gathered 404...
Article
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Aplikasi PeduliLindungi merupakan aplikasi buatan pemerintah indonesia untuk melakukan pelacakan dan penghentian penyebaran Covid-19. Ulasan terkait aplikasi tersebut tidak seluruhnya baik, hal ini dibuktikan dengan beragamnya peringkat bintang yang diberikan pengguna sehingga terjadinya kesulitan dalam melihat sentimen positif atau negatif terkait...
Article
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Developing oil palm agroindustry in South Kalimantan involves internal and external factors for its sustainability. The long distance of each stakeholder requires a digitally connected system. The research aimed at identifying criteria, sub-criteria, and alternatives in the developed network model, determine the sensitivity to determine the relevan...
Article
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Cocoa is an annual plant passed down from generation to generation in farming communities. The Indonesian cocoa-based product agroindustry, in practice, still depends on cooperative ties with partner farmers to fulfil its raw materials. The problem with controlling cocoa procurement is the manual communication and information system with cocoa part...
Article
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As one of the multinational biscuit manufacturers in Bekasi, the X company is supported by Business Planning and Control System (BPCS) for the traceability in their supply chain. Although it has covered upstream and downstream supply chains, the company’s traceability is still considered ineffective. It is seen from the results of the company’s eva...
Article
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The Organic broiler production requires farmers to use organic herbs without growth promoters or other chemical contents. The problem is uncertain production yield performance results. On the other hand, farmers want good performance results to increase income and minimize loss of production. Therefore, machine learning can support organic broiler...
Article
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Cancer patients with comorbidities face various life problems, health costs, and quality of life. Therefore, determining comorbid diseases would significantly affect the treatment of cancer patients. Because cancer disease is very complex, we can represent the relationship between cancer and its comorbidities as a network. Furthermore, the network...
Article
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Karo Highlands in North Sumatra, Indonesia, provides for a significant portion of horticultural products for domestic and overseas markets. Carrot suffers up to 50% postharvest loss throughout the supply chain. Poor supply chain management and lack of quality monitoring limits competitiveness and aggravates postharvest loss. Non-destructive techniq...
Article
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Internet of Things (IoT) devices have an important role in supporting precision agriculture systems, namely acting as the first layer consisting of several nodes in a limited network group as a producer of land, environmental and plant parameter data that will be processed at the next level. This node is an embedded system consisting of sensors, mi...
Article
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This study proposes a Fuzzy Goal Programming approach to optimize the problem of aggregate planning of production processes in companies that produce charcoal husks. The application proposed to the company describes the process of Rice Husk Charcoal Production taking into account the uncertain factors involved in the aggregate planning process of R...
Conference Paper
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This study aims to develop conceptual models of digital contract management for the independent smallholder oil palm agro-industrial supply chain performance system. Current limitations on price transparency among the palm agro-industry supply chain actors result in large disparities in the profits of the actors in the independent supply chain netw...
Article
Purpose Supply chain risks (SCRs) have uncertainty and interdependency characteristics that must be incorporated into the risk assessment stage of the SCR management framework. This study aims to develop SCR networks and determine the major risk drivers that impact the performance of the sago starch agro-industry (SSA). Design/methodology/approach...
Article
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Dispatching is a critical part in current online shopping. It relates to how the delivery man assignment should minimize cost along with the service from a source to an end customer with an appropriate scheduled time. The problem arises as neither enough products to deliver nor delivery men are available for dispatch, resulting in suboptimal servic...
Article
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p> Pengembangan e-commerce untuk pemasaran produk UKM (Usaha Kecil Menengah) telah banyak dilakukan di Indonesia. Beberapa e-commerce telah dikembangkan oleh Pemerintah namun masih belum mampu meningkatkan penjualan produk UKM di daerah. E-commerce Produk UKM harus mampu bersaing dengan e-commerce lain yang sudah berhasil di pasaran. Salah satu car...
Article
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Biodiesel in Indonesia is synthesized from palm oil into Fatty Acid Methyl Ester (FAME). In Biodiesel B30, FAME and diesel fuels cannot be homogeneous because FAME is hygroscopic and has a higher density than diesel fuels. This problem can be solved by adding emulsifiers. However, the emulsifier production process is currently limited to the labora...
Article
Gold is another kind of investment that often experiences price change, mostly every day. Because of its price fluctuation, forecasting is needed to help the investor in investment decision making. But during this Coronavirus Disease 2019 (Covid-19), the gold price is fluctuating extremely than the past 4 years so a better forecasting method approa...
Article
Full-text available
Gold is another kind of investment that often experiences price change, mostly every day. Because of its price fluctuation, forecasting is needed to help the investor in investment decision making. But during this Coronavirus Disease 2019 (Covid-19), the gold price is fluctuating extremely than the past 4 years so a better forecasting method approa...
Conference Paper
Full-text available
Beef is an agro-industrial product that is perishable has a high risk in the pandemic era. The Covid-19 pandemic impacts decreasing consumption of products in various sectors, including beef, with the closure of restaurants and cafes, will affect the accumulation of beef supplies so that the quality decreases and causes multiple problems. This stud...
Article
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Seaweed is among fishery commodities with great potential economy prospect. Southeast Maluku District is one of the main producers in Eastern region of Indonesia. Despite the high production since 2012, the number of farmers and the product has declined due to inadequate supply chain coordination and information dissemination among members. Therefo...
Conference Paper
Selecting a good location to build facilities such as stockiest to support e-business becoming important parts of strategic decision as a profound effect on supply chain excellence in the market competition and operation. Previous location selection methods have their predefined candidate points. However, in a real-world situation candidate points...
Conference Paper
The traceability system is increasingly becoming a concern in the current food supply chain. In line with shifting consumer trends, the issue of food security is becoming more important. One of the problems that occur in the supply chain is the risk of counterfeiting, such as bean-adulteration, along with the supply chain product. This risk cannot...
Conference Paper
Traceability systems are a concern in the current food supply chain mainly due to food safety issues. Related traceability problem in the supply chain is the risk of changes in the information on coffee products presented on the consumer’s side, thereby reducing their trust in information and customer loyalty on the product. This study aims to anal...
Conference Paper
This paper provides an overview of the problems of agro-industrial supply chains in Indonesia. This becomes important because Indonesia has a very diverse agro-industrial. Starting from the agro-agricultural industry, agro-plantation industry, agro-livestock industry to the agro-fishing industry. The problem that is often encountered in agro-indust...
Article
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Efforts to reduce losses due to product returns and works to provide value to the products returned are topics that are widely discussed by researchers today. Many products returned by customers for various reasons have an impact on the company's stock, one of which causes inventory instability. Coupled with fluctuating beef demand patterns and are...
Conference Paper
Addressing all aspects of sustainability with a single assessment method is challenging. Machine learning techniques for assessing the sustainability of the supply chain in sugar cane agroindustry are discussed in this paper. Sugar cane agroindustry involves a complex supply chain from upstream to downstream consisted of multi-stakeholders with dif...
Article
The challenges for providing timely and concise performance reports along all components in Palm Oil agro-industry supply chain are urgent, particularly in terms of managing each metrics of the stakeholders. This SCOR (Supply Chain Operation Reference)-based information model attempts to represent the real requirements of each stakeholder. Initiall...
Article
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This paper analyses the sensitivity of reverse logistic formulation of herbs agro- industry based on fuzzy stochastic mixed integer linear programming. A case study from real world problem of herbs logistic in Indonesia is provided in order to respond stochastic challenges in the reverse logistic system. For implementation purpose of this current p...
Article
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Citronella oil is one of the essential oils derived from the leaves and stem of lemongrass ( Cymbopogon nardus ). At present, most of the lemongrass oil industry in Indonesia is still in the form of upstream industries which only provide crude purified oils with low purity for export with a fairly low sales value. Technology in improving the purity...
Article
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Many new essential oil-based aromatherapy products invented by researchers failed to be commercialized and ended up in scientific publication. In fact, many commercialized products were unable to survive in market. In order to avoid these failures, performance of technology has to be assessed. Technology readiness assessment for innovation of aroma...
Article
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The ultimate goal of this work is to support product packaging design by providing several guidelines in accordance with environmental issues related to users and perspectives of their knowledge. Currently, one needs to consider important moments from consumer experience with sustainable products model that includes complex dimensions such as Kanse...
Article
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Decision support system in development and down-streaming of coconut-based agroindustry constitutes a meaningful approach for stakeholders in decision making process, in which it is semi-structural process in coconut agroindustry. This current work aimed to identify and analyse a method and approach in development of coconut agroindustry and its do...
Article
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Online shopping nowadays is one of the most popular ways to make transactions. Customer transactions recorded on the online shopping application can be used by a retail company’s Customer Relationship Management (CRM) manager to make sales strategies and increase customer loyalty. Sales strategies are needed to identify products that will be of int...
Article
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Chipless RFID (Radio Frequency Identification) tag has attracted significant attention due to the low manufacturing cost. By eliminating the use of integrated circuit (IC), chipless RFID tag can offer competitive price in order to completely replace barcode systems. Besides, integration of physical parameter sensors with chipless RFID will open up...
Article
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Customer satisfaction survey is a standard method used by service providers in order to obtain feedback from the customer as well as close the gap between customer expectation and perception of service quality. Feedback from customers can make them possible to define the level of quality of service by themselves. If a service provider can satisfy i...
Research
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Reverse logistic has become an important topic for the organization due to growing environmental concern, government regulation, economic value, and sustainable competitiveness. Uncertainty is one of the key factors in the reverse supply chain that must be controlled; thus, the company could optimize the reverse supply chain function. A total of 76...
Article
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Dynamic supplier selection strategy is the actual condition to get the best supplier and selecting supplier based on company condition, in conditions of uncertain demand for beef. The key criteria when choosing suppliers include the Term of Payment, price and quality factor; these criteria are used by the company during the negotiation process. The...
Conference Paper
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Supply chain performance measurement and improvement is required to control the performance and define a strategy to improve agroindustry’s competitiveness. The objectives of the research were to identify supply chain configuration and mechanism, and to analyze the supply chain performance and define the supply chain performance improvement for pal...
Article
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The emergence of Industry 4.0 paradigms has been forcing and changing the landscape aspect of engineering education, as seen in agro-industrial engineering body of knowledge (AIEBoK). These paradigms push to adapt and to prepare a new approach for curriculum content and delivery. It is urgent to re-think and redefine how to prepare a newer perspect...
Conference Paper
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The current contract system that has been running in a supply chain is not necessarily going well. Particularly, this contract was attributed by unfairness distribution of margins in each stakeholder, which causes one of the stakeholders took place as disadvantaged ones. This challenges potentially overcame by industry 4.0 paradigm constructing a s...
Conference Paper
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Online culinary businesses are in charge of preventive service failure to avoid greater loss and keeping service performance. The losses occurred due to protracted customer disappointment with service failures which lead to worse churning customers. We propose a prevention system to identify and allocate the failure position. It also sets the actio...
Conference Paper
Full-text available
Online culinary businesses are in charge of preventive service failure to avoid greater loss and keeping service performance. The losses occurred due to protracted customer disappointment with service failures which lead to worse churning customers. We propose a prevention system to identify and allocate the failure position. It also sets the actio...
Article
Value Chain and Sustainability analysis are among the main issues in Indonesian fresh-cut vegetable business performance improvement. Since sustainable development involved various conflicting aspects, for a comprehensive result, the case study at SSS Co. has integrated Value Chain Analysis and Sustainability Analysis. This study aimed to assess gr...
Article
Trust and trustworthiness are very important in agroindustry logistic and supply chain. The objective of this article is to analyse the existing methods and approaches for trust and trustworthiness to develop a new framework in agroindustry logistics and the supply chain from shipment planning, routing and scheduling, shipping and inventory control...
Conference Paper
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The development of the industrial revolution 4.0 which relied on the ability of ICT, made it possible to provide a faster, precise and accurate (precision) solution to a system. IoT with various sensors, able to provide data to the system more quickly, measured and whenever needed. The main objective of this study is to propose a model 4.0 Precisio...
Article
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imultaneous products distribution and items retrieval in an integrated forward/reverse logistics network faces a complex freight-scheduling problem due to the constraints involved. In the high to intermediate network level, the problem usually exists in the form of single stop transportation. To reach a higher level of performances, there is a need...
Article
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This study aims to build an Indonesian telematics human resources business intelligence based on the optimization of the balanced scorecard of the customer and internal aspects. The balanced scorecard for customer aspects is done through the concept of the data lake and needs of the telematics workforce, which refers to the largest job vacancy site...
Article
Traceability is the ability to verify the history and location of a food product, thus providing information on each supply-chain actor, who the immediate supplier is, and to whom the product was sent. The information system approach has been used to manage and integrate all such information by collecting, storing, then retrieving data and informat...
Article
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Sustainable manufacturing concept is adopted by many stakeholders for its framework, on considering environmental, social, and economic aspect, called as triple-bottom-line (TBL). It concerns the future of manufacturing review on sustainability and requires deeper evaluation on TBL and product life cycle as well as to see the environmental impact a...
Article
Individual expert selection and ranking is a challenging research topic that has received a lot attention in recent years because of its importance related to referencing experts in particular domains and research fund allocation and management. In this work, scientific articles were used as the most common source for ranking expertise in particula...
Article
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Saat ini rumput laut mengalami penurunan dalam jumlah petani maupun produktivitas yang diakibatkan oleh banyak faktor yang mana. Pemicu utamanya adalah adanya asimetris informasi dalam rantai pasok budidaya rumput laut di Kabupaten Maluku Tenggara. Salah satu solusi yang dapat ditawarkan adalah pembukaan pusat informasi budidaya rumput laut. Hal in...
Article
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Achievement of the efficiency of the supply chain of organic vegetables PT. X needs to consider output in the form of added value and profit margins obtained from the input of delivery, fulfillment of requests, and risks faced by each actor. The purpose of this study was the management of supply chains of organic vegetables from farmers, entreprene...
Preprint
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Waste problems as a result of the inefficiency of a production process in an industry are complex problems and have a negative impact on the environment, as well as a decrease in the level of productivity of the industry. This is due to the substantial cost of processing waste before the waste is discharged into the environment. In addition, there...
Article
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Business intelligence is a primary system for almost all conditions that involve business decision making and strategy formulation. Manufacturers usually want to collect more information about the product before being traded. They consider the opinions of consumers in making decisions on consumer purchases. Among the entire spectrum of consumer nee...
Conference Paper
Full-text available
Affective design is today's focus in the packaging design development process. It's very important to develop the affective packaging that can make the customer feels good by seeing it. Affective design can support other qualities of the product, and influence customer purchasing decisions. Furthermore, it should be the main focus in product market...
Conference Paper
Marketing strategy is the most important factor to increase the visitor's number to an agritourism. Accordingly, the selection of the best marketing strategy is needed so it provides the maximum result. Failure of strategy implementation can cause income loss for agritourism operational. Hence, adequate system analysis and business process design a...
Article
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Abstrak Penggunaan varietas padi unggul adalah inovasi teknologi yang mudah diadopsi untuk peningkatan produktivitas padi. Tanpa program benih bersubsidi, banyak petani tidak menggunakan benih padi berkualitas/bersertifikat karena tidak tersedianya bibit berkualitas ketika dibutuhkan. Keberadaan sistem sertifikasi padi digital diperlukan untuk mend...
Article
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Palm oil becomes Indonesia's leading agricultural commodity which is inseparable from competition with CPO producers from other countries. PT Perkebunan Nusantara V (PTPN-V) is a state-owned company engaged in palm oil plantation and processing palm oil fresh fruit into crude palm oil (CPO) and palm kernel (palm kernel). One of the 12 palm oil proc...
Article
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Conventional credit scoring model could lead to serious and unfair problems because in certain case it would incriminate one party in financing. Islamic financing scoring model complies with Sharia rules and ensures fairness among parties. Currently, there are no certain rules on Islamic financing scoring model which lead to subjective judgments. I...
Article
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With the level of competition and consumer demand is changing rapidly, the speed and accuracy of the information flow in the supply chain increasingly necessary. Sharing of information between the parties in a supply chain plays an important role in improving the sustainability of a business, but imperfection information is inevitable because each...

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