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IMPLEMENTATION OF THE ROUGH SET METHOD WITH A DEEP LEARNING APPROACH IN THE PROCESS OF DIAGNOSING OTITIS DISEASE 在中耳炎诊断过程中使用深度学习方法实施粗糙集方法
Pub Date : 2023-11-23 DOI: 10.22216/jit.v17i4.2574
Irzal Arief Wisky, Teri Ade Putra
Otitis is a common health problem in the human ear and often requires a quick and accurate diagnosis. Deep learning is a method in the computer field to provide performance in classification. This research aims to develop an analysis model using a Deep Learning (DL) approach in diagnosing otitis. The method used in this development involves the performance of the Rough Set (RS) and Artificial Neural Network (ANN) methods to provide optimal analysis output. The research dataset refers to the clinical diagnosis of otitis patients which consists of 3 types, namely acute, effusion, and chronic. The test results of the analysis model developed using the DL approach were able to provide quite good output with an accuracy level of 99%. These results are based on the analysis pattern obtained based on the performance of the RS method. Based on these results, it can be concluded that the analytical model developed provides maximum and better results compared to the previous model based on the output and presentation of a systematic process in classifying otitis disease.
耳炎是人类耳朵常见的健康问题,通常需要快速准确的诊断。深度学习是计算机领域的一种方法,可提供分类性能。本研究旨在开发一种使用深度学习(DL)方法诊断中耳炎的分析模型。开发中使用的方法涉及粗糙集(RS)和人工神经网络(ANN)方法的性能,以提供最佳分析输出。研究数据集是指耳炎患者的临床诊断,包括急性、流脓和慢性三种类型。使用 DL 方法开发的分析模型的测试结果能够提供相当不错的输出,准确率达到 99%。这些结果是根据 RS 方法的性能所获得的分析模式得出的。基于这些结果,可以得出结论,与之前的模型相比,基于系统过程的输出和分类,所开发的分析模型提供了最大和更好的结果。
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引用次数: 0
EMPLOYEE PERFORMANCE AND WORK MOTIVATION MODELS: TRANSFORMATIONAL LEADERSHIP AND WORK ENVIRONMENT 员工绩效和工作激励模型:变革型领导与工作环境
Pub Date : 2023-11-04 DOI: 10.22216/jit.v17i4.2613
Chintya Ones Charli, S. Pawirosumarto, Hapzi Ali
This study aims to uncover the influence of transformational leadership and the work environment on employee performance with work motivation as an intervening variable. The research was conducted at PT Abisiat Raya. The study population is 90 employees who work at PT Abisiat Raya. This study uses a saturated sample technique where the total population is less than 100 people and will be taken from the entire population. The number of samples is taken as a whole. Structural equation modeling (SEM) with a partial least square (PLS) approach is applied as a data analysis method. The study's results revealed that transformational leadership affects work motivation but cannot affect employee performance. The work environment does not affect work motivation or employee performance. And work motivation is known to affect employee performance. And there is an indirect influence between transformational leadership on employee performance through work motivation as an intervening variable. This research provides input to PT Abisiat Raya to improve the performance of its employees by improving transformational leadership and the work environment without neglecting the importance of motivation work.
本研究旨在揭示以工作动机为干预变量的变革型领导力和工作环境对员工绩效的影响。研究在 PT Abisiat Raya 公司进行。研究对象为在 PT Abisiat Raya 工作的 90 名员工。本研究采用饱和样本技术,即总人口少于 100 人,将从整个人口中抽取样本。样本数量为整体样本。结构方程模型(SEM)与部分最小平方(PLS)方法被用作数据分析方法。研究结果表明,变革型领导会影响工作动机,但不会影响员工绩效。工作环境不会影响工作动机或员工绩效。众所周知,工作动机会影响员工绩效。通过工作动机这一干预变量,变革型领导对员工绩效有间接影响。本研究为 PT Abisiat Raya 公司提供了参考,使其能够在不忽视工作动机重要性的前提下,通过改善变革型领导力和工作环境来提高员工绩效。
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引用次数: 0
OWNERSHIP EFFECT MANAGERIAL , LIQUIDITY, PROFITABILITY AND INFLATION ON STOCK PRICE IN BANKING COMPANIES 所有权、管理、流动性、盈利能力和通货膨胀对银行公司股价的影响
Pub Date : 2023-10-16 DOI: 10.22216/jit.v17i4.2579
Natalia kurniawan, Jholant Bringg Luck Amelia Br Sinaga, Wenny Anggresia Ginting
Done To use analyze as well as test impact Ownership managerial, Liquidity, Profitability, and Inflation for Stock Prices. We use a purposive sampling technique approach quantitatively with a population of 47 banking company. Of these, got 26 companies according to the sample criteria. The research was carried out in an observative manner. Data acquisition is from report finance published in page https://idx.co.id/id/hasil-pencarian. Based on results Which obtained, Ownership managerial, Liquidity, profitability, as well as Inflation impact For Price Shares. Managerial Ownership has an impact on the stock prices of listed banking companies on the IDX 2018-2017. Liquidity not affect price share company banking listings on IDX 2018- 2017. Profitability not impact For price share company banking listings on IDX 2018-2017. Inflation not impact For price share company banking listings on IDX 2018- 2017
目的 分析并测试所有权管理、流动性、盈利能力和通货膨胀对股票价格的影响。我们使用目的性抽样技术对 47 家银行公司进行定量分析。其中,26 家公司符合抽样标准。研究以观察法进行。数据来源于 https://idx.co.id/id/hasil-pencarian 上发布的财务报告。研究结果表明,管理者所有权、流动性、盈利能力以及通货膨胀对股票价格都有影响。管理者所有权对 2018-2017 年 IDX 上市银行公司的股票价格有影响。流动性不影响价格股公司银行业上市公司在 IDX 2018- 2017 年的股票价格。盈利能力对 IDX 2018-2017 年的价格股公司银行上市没有影响。通货膨胀不影响 IDX 2018- 2017 上的价格股公司银行上市。
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引用次数: 0
IMPLEMENTATION OF THE MFEP METHOD IN DETERMINING THE PERFORMANCE OF VILLAGE GOVERNMENT APPARATUS BUHUNG SIBATU STONE 实施mfep方法确定村级政府机关布洪四巴图石的性能
Pub Date : 2023-04-10 DOI: 10.22216/jit.v16i4.1645
Arrizka Nazmi Sitorus, Hambali -, Sri Rezki Maulina Azmi
The village government is a government that channels the aspirations of the people from the community to the hamlet head and to the village hall led by a village head. A village head must be able to regulate and direct the apparatus to carry out quality government services. One of the methods used by the Village Head to improve quality services is to determine the performance of the government apparatus at the Village Hall Office. This method aims to determine the level of quality of the apparatus in the sub-district office. Apparatus assessment was also carried out by Bahung Sibatu Batu Village to determine the level of quality of the apparatus in the Village Hall Office. However, the assessment carried out now is still done manually on the assessment sheet and is still subjective, because there are no aspects of the assessment used in evaluating the performance of this apparatus. In assessing the performance of the apparatus of Bahung Sibatu Batu Village by evaluating which apparatus matches the criteria with the Village Head. The criteria for determining the performance of the apparatus include attendance, attitude, loyalty, responsibility and task completion. In addition to still using the conventional system, the closeness of the Village Head with employees often results in decisions that are different from what they should, this causes the results of the decisions to be inaccurate, so a decision support system is needed using the Multifactor Evaluation Process (MFEP) method.
村政府是把人民群众的愿望从社区传达给村长和村长领导的村委会的政府。村长必须能够管理和指导机构提供高质量的政府服务。村长改善服务质素的方法之一,是确定驻村办事处政府机构的工作表现。该方法旨在确定街道办事处设备的质量水平。巴洪西巴图巴图村还进行了仪器评估,以确定村委会办公室仪器的质量水平。但是,现在进行的评估仍然是手动在评估表上完成的,并且仍然是主观的,因为没有评估的方面用于评估该设备的性能。在评估巴洪西巴图巴图村仪器的性能时,通过与村长评估哪个仪器符合标准。决定仪器性能的标准包括出勤、态度、忠诚、责任和任务完成情况。除了仍然使用传统的系统外,村长与员工的亲密关系经常导致决策与他们应该做的不同,这导致决策结果不准确,因此需要使用多因素评价过程(MFEP)方法的决策支持系统。
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引用次数: 0
THE DEVELOPMENT OF GAMMA RADIATION DOSIMETERS REAL-TIME NETWORK-BASED SENSOR WIRELESS IEEE 802.15.4 PROTOCOL 开发基于实时网络的伽马辐射剂量计无线传感器ieee 802.15.4协议
Pub Date : 2023-03-30 DOI: 10.22216/jit.v17i1.1916
Ramacos Fardela
Several studies have been carried out on the development of real-time gamma radiation dosimeter based on the wireless sensor network (WSN) protocol IEEE 802.15.4. WSN technology can be adopted to develop a gamma radiation dose monitoring system on a large scale due to its real-time, centralized, efficient, and relatively low-cost attributes. This study aims to develop a personal radiation dosimeter that can collect data from the measurement results of several sensor nodes or multi-sensors. The measurement results of radiation dose values from many radiation workers are sent to a coordinator node consisting of the Xbee module and Arduino as a microcontroller. The system test is compared with a calibrated dosimeter reading and is expected to be one of the instruments for determining radiation dose in real-time. It can also reduce the risk of receiving a radiation dose that exceeds the threshold allowed by the ionizing control agency and a program in radiation protection. Changes in the intensity of radiation emitted by Cs-137 (gamma radiation) are carried out by varying each detector's distance to the source, which indirectly varies the value of the dose rate received by the detector. This relationship is shown from the value of R2 = 0.99, which indicates a strong correlation between changes in the dose given to the detector's response being developed. The system built is efficient, inexpensive, and collecting radiation exposure data can monitor radiation exposure received by workers in real-time. This technique can help speed up reporting of radiation exposure received by radiation workers.
针对基于无线传感器网络(WSN)协议IEEE 802.15.4的实时伽马辐射剂量计的研制进行了多项研究。无线传感器网络技术具有实时、集中、高效、成本相对较低的特点,可用于开发大规模的伽马辐射剂量监测系统。本研究旨在开发一种个人辐射剂量计,可以从多个传感器节点或多个传感器的测量结果中收集数据。众多辐射工作者的辐射剂量值测量结果发送到由Xbee模块和Arduino作为微控制器组成的协调节点。该系统测试与校准的剂量计读数进行了比较,预计将成为实时确定辐射剂量的工具之一。它还可以降低接受辐射剂量超过电离控制机构和辐射防护计划所允许的阈值的风险。铯-137(伽马辐射)辐射强度的变化是通过改变每个探测器到源的距离来实现的,这间接地改变了探测器接收的剂量率值。R2 = 0.99的值表明了这种关系,这表明给探测器的反应的剂量变化之间存在很强的相关性。所建立的系统高效、廉价,收集辐射暴露数据可以实时监测工作人员受到的辐射暴露情况。这项技术可以帮助加快辐射工作人员收到的辐射暴露报告。
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引用次数: 0
IMPLEMENTATION OF GIS LOCATION DETERMINATION OF CATTLE IN ASAHAN REGENCY 阿萨罕县牛群地理信息系统定位的实施
Pub Date : 2023-03-08 DOI: 10.22216/jit.v17i1.1588
Finkan Lady Anwar, Arridha Zikra Syah, Afrisawati
Background: Cattle farming is one of the sources of food ingredients in the form of meat which has high economic value and is important in people's lives. There are many cattle breeders to go to to do the program every week or about 30 cattle farmers. The large number of cattle breeders makes it difficult for relevant agencies to map their locations. Method: This study uses qualitative methods in terms of data collection. Qualitative method is a method that focuses on understanding the overall aspect of the problem being discussed. Result: This research produces a system that can have the ability to map all cattle farms with an accurate distribution of locations. Conclusion: The application of GIS in this study allows the community to search for the location of cattle farms based on this application in Asahan and improve the quality of the mapping system of farm locations at the Livestock Service Office of Asahan Regency.
背景:养牛是肉类形式的食品原料来源之一,具有很高的经济价值,在人们的生活中占有重要地位。每周都有很多养牛人去做这个项目,大约有30个养牛户。大量的牛饲养者使有关机构很难绘制出他们的位置。方法:本研究在数据收集方面采用定性方法。定性方法是一种侧重于理解所讨论问题的整体方面的方法。结果:这项研究产生了一个系统,该系统可以绘制所有养牛场的精确位置分布。结论:本研究中GIS的应用使社区能够基于该应用对Asahan地区的牛场位置进行搜索,提高了Asahan县畜牧服务办公室农场位置测绘系统的质量。
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引用次数: 0
Entrepreneurial Spirit and Entrepreneurship Education on Motivation and Interest in Entrepreneurship 创业精神与创业教育:创业动机与创业兴趣
Pub Date : 2023-02-17 DOI: 10.22216/jit.v17i1.2035
Ariyanto Masnun, Poiran -, Tarjo -, Nova Elsyra, Z. .
The researchers did this related to the interest of Setih Setio Muara Bungo Institute of Administration and Health students in entrepreneurship in students of the Faculty of Administration Study Program of Business Administration and Semester VII of the State Administration Study Program, researchers indicated that there was still low interest in students in entrepreneurship as seen from their fear of loss. 175 people were used to collect library research data and field research such as interviews, observations and delivering questionnaires. The data analysis method used to test the hypothesis in this study is through SEM-PLS
研究人员做了与Setih Setio Muara Bungo管理与健康学院学生对创业的兴趣有关的研究,在管理学院工商管理研究项目和国家管理研究项目第七学期的学生中,研究人员指出,从他们对失败的恐惧来看,学生对创业的兴趣仍然很低。175人被用来收集图书馆研究数据和实地调查,如访谈、观察和发放问卷。本研究中检验假设的数据分析方法是SEM-PLS
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引用次数: 0
INFLUENCE ANALYSIS OF MURABAHAH AND MUSYARAKAH RECEIVABLES WITH MODERATED REGRESSION ANALYSIS METHOD 用调节回归分析方法分析murabahah和musyarakah应收账款的影响
Pub Date : 2023-02-03 DOI: 10.22216/jit.v17i1.1887
E. Elfiswandi, Muhammad Fikri Ramadhan, Fitri Indah Mayang Sari, Desi Rosalina
This study aims to determine how influential Murabahah and Musyarakah receivables are on the profitability of Islamic banks with non-performing financing as a moderating variable. The population in this study are Islamic banks in Indonesia from 2015 to 2019. The sample for this study is 14 banks. This research methodology uses a saturated sample, namely where the entire population is sampled. data analysis method using panel data regression, EVIEWS. Based on the results of this study.  Murabaha receivables have a negative effect on the profitability of Islamic banks. Musyarakah financing affects the Profitability of Islamic Banks. Murabahah Receivables and Musyarakah Financing jointly affect the Profitability of Islamic Banks. Non-performing financing weakens the relationship between Murabahah Receivables and Sharia Bank Profitability. Non performing financing strengthens the relationship between Musyarakah Financing and Sharia Bank Profitability
本研究旨在以不良融资为调节变量,确定Murabahah和Musyarakah应收账款对伊斯兰银行盈利能力的影响程度。本研究的人口是印度尼西亚2015年至2019年的伊斯兰银行。本研究的样本是14家银行。这种研究方法使用饱和样本,即对整个人口进行抽样。数据分析方法采用面板数据回归,EVIEWS。根据这项研究的结果。Murabaha应收账款对伊斯兰银行的盈利能力有负面影响。Musyarakah融资影响伊斯兰银行的盈利能力。Murabahah应收账款和Musyarakah Financing共同影响伊斯兰银行的盈利能力。不良融资削弱了Murabahah应收账款与伊斯兰银行盈利能力之间的关系。不良融资强化了Musyarakah融资和伊斯兰银行盈利能力之间的关系
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引用次数: 0
SERVQUAL METHOD ANALYSIS FOR GENERAL PATIENT HEALTH SERVICE SATISFACTION LEVEL 普通患者卫生服务满意度的服务质量法分析
Pub Date : 2023-01-10 DOI: 10.22216/jit.v17i1.1482
Dyna Monica Dyna Monica, Irianto, Adi Mas Afandi
Puskesmas Pulo Bandring  is a functional implementing unit that functions as a center for health development. as a center for health services for the community, Puskesmas are required to always maintain patient trust, by improving the quality of their services. However, in reality in the field there is no system that can measure the level of satisfaction of health services at the Puskesmas Pulo Bandring. To overcome this problem, the researcher uses the Servqual Method, Service Quality is a method used to measure the service quality of the attributes of each dimension, so that the gap value will be obtained which is the difference between consumer perceptions of the services that have been received and expectations of what will be received. received. The data that was processed in this study was obtained by giving a chair containing 22 questions to 30 patients seeking treatment at the  Puskesmas Pulo Bandring. It was found that the satisfaction of patients seeking treatment at Puskesmas Pulo Bandring Public  seen from the 5 dimensions of the servqual had a reality value of 4.00 and an expected value of 4.62 so that there was a gap of -0.62. This gap occurs due to the non-fulfillment of patient expectations with the quality of services provided by the Puskesmas Pulo Bandring. .   Keywords: health services, servqual method, patients, puskesmas
Puskesmas Pulo Bandring是一个职能执行单位,发挥卫生发展中心的作用。作为社区保健服务中心,Puskesmas必须始终通过提高服务质量来保持患者的信任。然而,在实际情况中,没有一个系统可以衡量Puskesmas Pulo Bandring的保健服务满意度。为了克服这个问题,研究者使用了Servqual Method, Service Quality是一种用来衡量服务质量各个维度的属性的方法,从而得到差距值,即消费者对已经接受的服务的感知和对将要接受的服务的期望之间的差异。收到。本研究处理的数据是通过向30名在Puskesmas Pulo Bandring寻求治疗的患者提供一张包含22个问题的椅子来获得的。结果发现,从5个维度来看,在Puskesmas Pulo Bandring Public就诊的患者满意度的现实值为4.00,期望值为4.62,两者的差距为-0.62。这种差距的产生是由于患者对Puskesmas Pulo Bandring提供的服务质量的期望没有达到。关键词:卫生服务;均等化;患者
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引用次数: 0
EFFECT OF INFLATION, ER, SBI AND NET INCOME ON INDUSTRIAL AND CHEMICAL SECTOR COMPANIES 通货膨胀、外汇储备、外汇储备和净利润对工业和化工企业的影响
Pub Date : 2022-04-07 DOI: 10.22216/jit.v16i1.753
Rantika Sitanggang, Nina Purnasari, Santy Angelina Hutabalian, Mikhael Bachchanta Sembiring
IHSG  is a stock price index number that has been compiled and calculated by generating a trend, where the index number is a number that is processed in such a way that it can be used to compare events that can be changes in stock prices from time to time. The purpose of this study was to determine whether there is a significant effect between inflation, exchange rates, SBI interest rates, and net income on the composite stock price index. There are 80 company populations during 2017-2019 with a total sample of 34. This type of research uses explanatory research, the research location is carried out on the IDX. Data collection was obtained from BEI, BPS and BI. The data analysis technique used statistical analysis techniques with multiple linear regression analysis methods. Based on the tests that have been carried out, the results show that inflation, interest rates, and net income have no effect on the IHSG, but the exchange rate has a significant effect on the IHSG
IHSG是通过生成趋势来编制和计算的股票价格指数号,其中指数号是经过处理的数字,可以用来比较可能不时发生的股票价格变化的事件。本研究的目的是确定通货膨胀、汇率、SBI利率和净收入对综合股价指数是否存在显著影响。2017-2019年共有80个公司群体,总样本为34个。这类研究采用解释性研究,研究地点在IDX上进行。数据采集来自BEI、BPS和BI。数据分析技术采用统计分析技术和多元线性回归分析方法。根据已经进行的测试,结果表明,通货膨胀、利率和净收入对IHSG没有影响,但汇率对IHSG有显著影响
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引用次数: 0
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Jurnal Ipteks Terapan
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