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The Effect of Combined Administration of Sea Urchin Gonad and Aloe Vera Suspension on the Enhancement of Macrophage Phagocytosis Activity in Male White Rats Induced by Salmonella Typhimurium 海胆性腺与芦荟混悬液联合应用对鼠伤寒沙门菌诱导的雄性大鼠巨噬细胞吞噬活性的影响
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.140
Adi Saputro, Aima Ifanna Puteri, Sandra Dewi Arini, Gilang Rizki Al-Farizi, Fransisca Gloria, Ovikariani Ovikariani
This research determined the influence of the administration of combined gonadal sea urchin suspension and aloe vera to improve the macrophage phagocyte activities of male mice (Rattus norvergicus). This experimental laboratory research used a posttest-only control group design with white mice (Rattus norvegicus). The researcher grouped the mice into three groups: the negative control group with CMC-Na (0,5% /kg Weight); the positive group with Levamisole 0,9 mg/ 200 weight; and the intervention group with combined gonadal sea urchin suspension, Tripeneustes gratila, with a dose of 2,2700g/kg Weight, and the extracted aloe vera for 15ml. The researcher provided the treatment for 12 days, orally, twice a day with the induction of Salmonella typhimurium of 104 CFU 0,1 ml on the fifth day. The outcome of the macrophage phagocyte capability on the thirteenth day was calculated with the phagocytes index. The One-Way Anova test of gonadal sea urchin suspension, Tripneustes gratila with a dose of 2.2700 g/kg Weight with the extracted aloe vera indicated the highest phagocytes index, 2.28 (p<0.05) than the control group. The combined gonadal sea urchin suspension, Tripneustes gratilla, with the extracted aloe vera could improve the macrophage phagocyte activities.
本研究测定了性腺海胆混悬液和芦荟联合给药对雄性小鼠(Rattus norvergicus)巨噬细胞吞噬细胞活性的影响。本实验实验室采用褐家鼠(Rattus norvegicus)的纯后验对照组设计。研究人员将小鼠分为三组:CMC-Na (0.5% /kg体重)阴性对照组;阳性组给予左旋咪唑0,9 mg/ 200 kg;干预组联合性腺海胆混悬液,Tripeneustes gratila,剂量为2,2700g/kg Weight,提取芦荟15ml。研究者给予治疗12天,口服,每天2次,第5天诱导鼠伤寒沙门菌104 CFU 0.1 ml。用吞噬指数计算第13天巨噬细胞吞噬能力的结果。单因素方差分析显示,含芦荟提取物的雄性海胆混悬液中,剂量为2.2700 g/kg kg的沙棘菌吞噬细胞指数最高,为2.28 (p < 0.05)。性腺海胆混悬液与芦荟提取物联合使用可提高巨噬细胞的吞噬活性。
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引用次数: 0
The Influence of Adding Api-Api Mangrove Leaf Extract as an Immunostimulant on Vaname Shrimp Against Vibriosis Disease Caused by Vibrio parahaemolyticus Bacteria 添加Api-Api红树叶提取物作为免疫刺激剂对南美对虾抗副溶血性弧菌弧菌病的影响
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.130
Anjani Arum Mahenda, Misbakhul Munir, Dian Sari Maisaroh
Vanname shrimp cultivation is one of the most developed aquacultures in Indonesia and makes it one of the commodities with the highest foreign exchange inputs for the Indonesian state from the fisheries sector. Disease attack is one of the main causes of failure in vaname shrimp culture, especially disease attacks caused by Vibrio parahaemolyticus bacteria. Avicennia alba mangrove leaf extract is known to have active compounds that can act as antibacterial. This research was conducted by mixing Avicennia alba mangrove leaf extract with doses of 150 ppm (VA), 250 ppm (VB) and 350 ppm (VC) into commercial feed by re-pelletting. Positive control (KV+) treatment used commercial vitamins added to the feed. The vaname shrimp used was 60 days old with an average initial weight of 8.9 grams. The aquariums used were 15 pieces with a size of 60 x 30 x 40 cm and a volume of 54 liters of water. The white shrimp challenge test with Vibrio parahaemolyticus bacteria with a concentration of 106 Cfu/ml as much as 0.2 ml. The clinical symptoms of white vaname shrimp include pale white hepatopancreas, blackened tail, grippy swimming legs, necrosis in some parts of the body, necrosis of the tail, blackened and necrotic rectum, broken intestines that are partially brown and starting to turn white, empty intestines, presence of white feces. appears in the aquarium, decreased appetite, as well as not actively swimming. The results showed that Avicennia alba leaf extract had an effect on absolute weight growth (W), growth rate (GR), specific growth rate (SGR), survival rate (SR), total haemocyte count (THC) and phagocytic activity of white shrimp. The dose of 350 ppm VC treatment was the most influential dose as an immunostimulant in this study.
越南对虾养殖是印度尼西亚最发达的水产养殖之一,并使其成为印度尼西亚国家渔业部门外汇投入最高的商品之一。疾病发作是虾养殖失败的主要原因之一,尤其是由副溶血性弧菌引起的疾病发作。众所周知,红木叶提取物含有抗菌活性化合物。本研究采用复粒法将剂量为150 ppm (VA)、250 ppm (VB)和350 ppm (VC)的白桦红树林叶提取物混合到商业饲料中。阳性对照(KV+)处理采用在饲料中添加商品维生素。所使用的钒虾为60日龄,平均初始重量为8.9克。使用的水族箱有15个,尺寸为60 x 30 x 40厘米,体积为54升水。白虾用浓度为106 Cfu/ml,最高可达0.2 ml的副溶血性弧菌攻毒试验。白虾的临床症状为肝胰脏呈淡白色,尾变黑,游动腿呈抓力状,身体部分坏死,尾坏死,直肠变黑坏死,肠破部分呈褐色并开始变白,肠空,有白色粪便。出现在水族馆,食欲下降,以及不积极游泳。结果表明,白木叶提取物对白对虾的绝对体重生长(W)、生长率(GR)、特定生长率(SGR)、存活率(SR)、总血细胞计数(THC)和吞噬活性均有影响。350ppm VC是本研究中影响最大的免疫刺激剂剂量。
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引用次数: 0
Construction of Media Messages on News of The Cancellation of The 2023 U-20 World Cup Indonesia 2023年印尼U-20世界杯取消消息的媒体信息建构
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.118
Andreas Praditya Tegar Pradana, Fabianus Fensi
The plan to host the 2023 FIFA U-20 World Cup in Indonesia has finally been canceled. The cancellation was triggered by the rejection of several Indonesian political figures towards the presence of the U-20 Israeli national team in the country. FIFA, as the governing body of world football, promptly took action by canceling the draw event that was supposed to take place in Bali. In a short period of time, FIFA officially revoked Indonesia's status as the host of the 2023 FIFA U-20 World Cup. This study utilizes the Pan and Kosicki framing analysis framework with a constructivist approach to examine how both media outlets construct this phenomenon. The research approach is comparative as the author aims to compare different perspectives from both online media sources.
在印度尼西亚举办2023年国际足联U-20世界杯的计划最终被取消。取消比赛的原因是几位印尼政治人物反对以色列U-20国家队在印尼参赛。作为世界足球的管理机构,国际足联立即采取行动,取消了原定在巴厘岛举行的抽签活动。在很短的时间内,国际足联正式撤销了印尼作为2023年国际足联U-20世界杯主办国的地位。本研究利用Pan和Kosicki的框架分析框架和建构主义的方法来研究两家媒体是如何构建这一现象的。研究方法是比较的,因为作者的目的是比较两种网络媒体来源的不同观点。
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引用次数: 0
Analysis and Design of a Knowledge Management System Using the Fernandez Method in the IT Operation Center Unit (Case Study: PT Citilink Indonesia) 运用Fernandez方法在IT运营中心单元的知识管理系统分析与设计(以印尼PT Citilink为例)
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.111
Gilang Banuaji, Husni Sastra Mihardja, Gerry Firmansyah, Habibullah Akbar
The effect of improving business quality on companies is influenced by developments in technology and information. Utilization of Knowledge Management System (KMS) is one of the efforts to improve the quality of the company's business. In a company, the role of knowledge management is very important so that the company can grow rapidly. For the application of good organizational knowledge requires a planned and systematic knowledge management. The benefits derived from implementing knowledge management in companies are that it can improve service to customers, increase efficiency in processes and work methods, increase the number of services or products and save costs and time. The study of this matter, the IT Operation Center (ITOC) unit has difficulties in terms of sharing knowledge in the company, therefore a study is needed entitled "Analysis of Knowledge Management System Design Using the Fernandez Method in the IT Operation Center Unit (Case Study: PT Citilink Indonesia)” then the application of this Knowledge Management System can provide convenience for employees who have some problems related to IT operations.
提高业务质量对公司的影响受到技术和信息发展的影响。利用知识管理系统(KMS)是提高企业业务质量的努力之一。在一个公司中,知识管理的作用是非常重要的,这样公司才能快速发展。对于良好的组织知识的应用需要有计划的、系统的知识管理。在公司实施知识管理的好处是,它可以改善对客户的服务,提高流程和工作方法的效率,增加服务或产品的数量,节省成本和时间。对于这个问题的研究,IT运营中心(ITOC)单位在公司内部知识共享方面存在困难,因此需要进行一项题为“使用Fernandez方法分析IT运营中心单位的知识管理系统设计(案例研究:PT Citilink Indonesia)”的研究,那么这个知识管理系统的应用可以为有IT运营相关问题的员工提供方便。
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引用次数: 0
Analysis and Design of Serviced Oriented Architecture (SOA) with Service-Oriented Modeling And Architechture (SOMA) Method in Trucking Services Company (Case Study: PT Argo Kencana Transindo) 用面向服务的建模和体系结构方法分析和设计货运服务公司的面向服务的体系结构(SOA)(以PT Argo Kencana Transindo为例)
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.128
Intan Setya Palupi, Husni Satra Mihardja, Habibullah Akbar, Gerry Firmansyah
Service Oriented Architecture (SOA) is an architectural approach which uses basic construction in the form of services to support rapid system development at low cost and has the ease of managing the composition of distributed applications even in heterogeneous environments. PT Argo Kencana Transindo (PT AKT) is a company in the field of transportation services or freight forwarding. Until now, the company in carrying out its operations still uses an information system that is only integrated with computerized applications, namely Microsoft excel, Microsoft word and also a simple system but there is no information system that is integrated between departments to be able to manage a lot of existing work. For the trucking industry, fast and efficient delivery times are essential to meet customer needs and maintain competitiveness in a competitive market. Facing the opportunity of changing business process needs in the future, SOA offers adaptive and reactive to the environment and offers solutions to business complexity, system diversity and technology. This research analyzes and designs SOA using the SOMA method which is expected to contribute to making it easier to integrate with other systems and services, helping to streamline communication and data sharing throughout the supply chain, leading to more efficient and effective operations.
面向服务的体系结构(SOA)是一种体系结构方法,它使用服务形式的基本构造来支持低成本的快速系统开发,并且即使在异构环境中也易于管理分布式应用程序的组合。PT Argo Kencana Transindo (PT AKT)是一家从事运输服务或货运代理的公司。到目前为止,公司在开展业务时仍然使用的是仅集成计算机化应用程序的信息系统,即Microsoft excel, Microsoft word,也是一个简单的系统,但没有部门之间集成的信息系统来管理大量现有的工作。对于卡车运输行业来说,快速高效的交货时间对于满足客户需求和在竞争激烈的市场中保持竞争力至关重要。面对未来不断变化的业务流程需求,SOA提供了对环境的适应性和响应性,并提供了针对业务复杂性、系统多样性和技术的解决方案。本研究使用SOMA方法分析和设计SOA,该方法有望有助于使SOA更容易与其他系统和服务集成,帮助简化整个供应链中的通信和数据共享,从而实现更高效和有效的操作。
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引用次数: 0
Investigating The Impact of Cause Related Marketing on Consumer Attitude and Purchase Intention 原因关联营销对消费者态度和购买意愿的影响研究
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.124
Galuh Mira Saktiana, Adhi Prakosa
Cause-related marketing (CRM) is a marketing program that closely relates to corporate social responsibility. The increasing popularity of CRM has led many researchers to investigate effective CRM campaign strategies. This study employs an experimental design with a factorial design to assess the impact of time duration, proximity, and congruence on brand attitudes and intentions. The study was conducted with college students from two cities in Indonesia, and statistical analyses, including t-tests and regression, were utilized. The results indicate that respondents' attitudes vary with respect to time duration and congruence, and attitudes towards brands related to CRM programs positively affect intentions. Therefore, marketers should consider the attributes of CRM, such as duration and congruence, to ensure that the program is accepted by consumers.
事业相关营销(CRM)是一种与企业社会责任密切相关的营销方案。随着客户关系管理的日益普及,许多研究人员开始研究有效的客户关系管理活动策略。本研究采用实验设计和因子设计来评估时间持续时间、接近度和一致性对品牌态度和意图的影响。本研究以印尼两个城市的大学生为研究对象,采用t检验和回归等统计分析方法。结果表明,受访者的态度在时间持续时间和一致性方面存在差异,对与CRM计划相关的品牌的态度对意向有积极影响。因此,营销人员应该考虑客户关系管理的属性,如持续时间和一致性,以确保计划被消费者接受。
{"title":"Investigating The Impact of Cause Related Marketing on Consumer Attitude and Purchase Intention","authors":"Galuh Mira Saktiana, Adhi Prakosa","doi":"10.59888/ajosh.v1i12.124","DOIUrl":"https://doi.org/10.59888/ajosh.v1i12.124","url":null,"abstract":"Cause-related marketing (CRM) is a marketing program that closely relates to corporate social responsibility. The increasing popularity of CRM has led many researchers to investigate effective CRM campaign strategies. This study employs an experimental design with a factorial design to assess the impact of time duration, proximity, and congruence on brand attitudes and intentions. The study was conducted with college students from two cities in Indonesia, and statistical analyses, including t-tests and regression, were utilized. The results indicate that respondents' attitudes vary with respect to time duration and congruence, and attitudes towards brands related to CRM programs positively affect intentions. Therefore, marketers should consider the attributes of CRM, such as duration and congruence, to ensure that the program is accepted by consumers.","PeriodicalId":92175,"journal":{"name":"Asian journal of research in social sciences and humanities","volume":"30 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135865145","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Analysis of Data Mining Applications for Determining Credit Eligibility Using Classification Algorithms C4.5, Naïve Bayes, K-NN, and Random Forest 使用分类算法C4.5, Naïve贝叶斯,K-NN和随机森林确定信用资格的数据挖掘应用分析
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.119
Yessy Oktafriani, Gerry Firmansyah, Budi Tjahjono, Agung Mulyo Widodo
This study aims to enhance the credit evaluation process within Credit Union (CU) Karya Bersama Lestari (KABARI). The study leveraged four distinct algorithms, namely Decision Tree C4.5, Naive Bayes, K-Nearest Neighbors (K-NN), and Random Forest, to predict the suitability of extending loans to potential borrowers. Rapid Miner was employed as a tool to maximize accuracy by analyzing the Confusion matrix. Testing was conducted on a dataset consisting of 459 member loan submissions. The results of the analysis revealed that the K-Nearest Neighbors (K-NN) algorithm achieved the highest accuracy among the evaluated algorithms. Specifically, the Decision Tree algorithm demonstrated an accuracy rate of 95.65%, along with a precision and recall of 94.12%. The Naive Bayes algorithm achieved an accuracy rate of 95.65%, supported by precision and recall values of 100% and 88.24%, respectively. The K-Nearest Neighbors algorithm displayed the highest accuracy rate of 97.83%, accompanied by 100% precision and 94.12% recall. Meanwhile, the Random Forest algorithm exhibited an accuracy rate of 93.48%, complemented by precision and recall values of 100% and 82.35%, respectively. The study's conclusions bear relevance for refining loan approval processes and fostering improved lending practices within financial institutions like CU KABARI.
本研究旨在提高信用合作社(CU)卡里亚·贝尔萨马·莱斯塔里(KABARI)的信用评估过程。该研究利用了四种不同的算法,即决策树C4.5、朴素贝叶斯、k -近邻(K-NN)和随机森林,来预测向潜在借款人提供贷款的适用性。使用快速Miner作为工具,通过分析混淆矩阵来最大化准确性。测试是在包含459个成员贷款提交的数据集上进行的。分析结果表明,k -最近邻(K-NN)算法在评价算法中准确率最高。具体而言,决策树算法的准确率为95.65%,准确率和召回率为94.12%。朴素贝叶斯算法的准确率为95.65%,准确率为100%,召回率为88.24%。k近邻算法的准确率最高,为97.83%,准确率为100%,召回率为94.12%。随机森林算法的准确率为93.48%,准确率为100%,召回率为82.35%。该研究的结论对于完善贷款审批程序和促进像CU KABARI这样的金融机构改善贷款实践具有重要意义。
{"title":"Analysis of Data Mining Applications for Determining Credit Eligibility Using Classification Algorithms C4.5, Naïve Bayes, K-NN, and Random Forest","authors":"Yessy Oktafriani, Gerry Firmansyah, Budi Tjahjono, Agung Mulyo Widodo","doi":"10.59888/ajosh.v1i12.119","DOIUrl":"https://doi.org/10.59888/ajosh.v1i12.119","url":null,"abstract":"This study aims to enhance the credit evaluation process within Credit Union (CU) Karya Bersama Lestari (KABARI). The study leveraged four distinct algorithms, namely Decision Tree C4.5, Naive Bayes, K-Nearest Neighbors (K-NN), and Random Forest, to predict the suitability of extending loans to potential borrowers. Rapid Miner was employed as a tool to maximize accuracy by analyzing the Confusion matrix. Testing was conducted on a dataset consisting of 459 member loan submissions. The results of the analysis revealed that the K-Nearest Neighbors (K-NN) algorithm achieved the highest accuracy among the evaluated algorithms. Specifically, the Decision Tree algorithm demonstrated an accuracy rate of 95.65%, along with a precision and recall of 94.12%. The Naive Bayes algorithm achieved an accuracy rate of 95.65%, supported by precision and recall values of 100% and 88.24%, respectively. The K-Nearest Neighbors algorithm displayed the highest accuracy rate of 97.83%, accompanied by 100% precision and 94.12% recall. Meanwhile, the Random Forest algorithm exhibited an accuracy rate of 93.48%, complemented by precision and recall values of 100% and 82.35%, respectively. The study's conclusions bear relevance for refining loan approval processes and fostering improved lending practices within financial institutions like CU KABARI.","PeriodicalId":92175,"journal":{"name":"Asian journal of research in social sciences and humanities","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135865146","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Protection and Legal Responsibility of Electronic Medical Records in Pratama Clinics Reviewed from the Perspective of Legal Certainty 从法律确定性的角度看医院电子病历的保护与法律责任
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.127
Novianti Novianti, Abdul Kolib
One of the functions of Law Number 29 of 2004 concerning Medical Practice is the regulation of medical records. Along with the changing times, medical records have also developed into electronic medical records. Electronic medical records become a record of the patient's health during his life so that a need for protection and legal liability of electronic medical records at Pratama clinics. This study aims to analyze the law on the protection and legal liability of electronic medical records at Pratama clinics in terms of legal certainty perspective. This research uses normative empirical with a juridical normative research approach. Meanwhile, the research analysis is quantitative analysis. The results showed that medical records are regulated in Article 47 of the 2004 law on medical practice. Along with the development of technology comes Electronic Medical Records (RME) where documentation of patient medical records throughout life in electronic form. The implementation of electronic medical records in this Pratama clinic can provide better legal certainty for all parties involved in the health care process.
关于医疗实践的2004年第29号法律的职能之一是对医疗记录进行管理。随着时代的变迁,病历也发展为电子病历。电子病历成为患者一生健康状况的记录,因此需要对普拉塔马诊所的电子病历进行保护和承担法律责任。本研究旨在从法律确定性的角度分析普拉塔玛诊所电子病历的法律保护和法律责任。本研究采用规范实证与法律规范研究相结合的方法。同时,研究分析是定量分析。结果表明,2004年《医疗执业法》第47条对病历进行了规范。随着技术的发展,出现了电子病历(RME),即以电子形式记录患者一生的医疗记录。在这家Pratama诊所实施电子医疗记录可以为参与医疗保健过程的所有各方提供更好的法律确定性。
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引用次数: 0
The Influence of Football Player Endorsement on Company Credibility, Ad Credibility, and Brand Credibility at East Hooligan Apparel Store 足球运动员代言对东流氓服装店企业信誉度、广告信誉度和品牌信誉度的影响
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.129
Thomi Yasri Setiawan, Raden Roro Ratna Rostika
This research aims to examine and analyze the effect of celebrity trust with the use of endorsed football players on company credibility, advertising credibility, and brand credibility at the East Hooligan Apparel store. Model and hypothesis testing were clear using a sample of 250 respondents with a population of consumers who were interested in the use of football attributes such as jersey, shirt, jacket, and others. The sampling technique used was purposive sampling. The Structural Equation Modeling (SEM) method was developed to test the research hypothesis which was processed using Partial Least Square (PLS) version 3.0. The data variables used in this case include celebrity trust, company credibility, advertising credibility and brand credibility. These variables form 6 hypotheses. Based on the results of the study, it is known that celebrity trust has a positive effect on advertising credibility, company credibility, and brand credibility. In addition, advertising credibility has a positive effect on company credibility and also brand trust has a positive effect on advertising credibility and company credibility.
本研究旨在检验和分析明星信任对东流氓服饰商店公司可信度、广告可信度和品牌可信度的影响。模型和假设检验是明确的,使用250个受访者的样本,这些消费者对球衣、衬衫、夹克等足球属性的使用感兴趣。使用的抽样技术是有目的的抽样。采用结构方程建模(SEM)方法对研究假设进行检验,研究假设采用偏最小二乘法(PLS) 3.0版本进行处理。本案例中使用的数据变量包括名人信任、公司信誉、广告信誉和品牌信誉。这些变量构成了6个假设。根据研究结果可知,名人信任对广告可信度、公司可信度和品牌可信度具有正向影响。此外,广告信誉对公司信誉有正向影响,品牌信任对广告信誉和公司信誉也有正向影响。
{"title":"The Influence of Football Player Endorsement on Company Credibility, Ad Credibility, and Brand Credibility at East Hooligan Apparel Store","authors":"Thomi Yasri Setiawan, Raden Roro Ratna Rostika","doi":"10.59888/ajosh.v1i12.129","DOIUrl":"https://doi.org/10.59888/ajosh.v1i12.129","url":null,"abstract":"This research aims to examine and analyze the effect of celebrity trust with the use of endorsed football players on company credibility, advertising credibility, and brand credibility at the East Hooligan Apparel store. Model and hypothesis testing were clear using a sample of 250 respondents with a population of consumers who were interested in the use of football attributes such as jersey, shirt, jacket, and others. The sampling technique used was purposive sampling. The Structural Equation Modeling (SEM) method was developed to test the research hypothesis which was processed using Partial Least Square (PLS) version 3.0. The data variables used in this case include celebrity trust, company credibility, advertising credibility and brand credibility. These variables form 6 hypotheses. Based on the results of the study, it is known that celebrity trust has a positive effect on advertising credibility, company credibility, and brand credibility. In addition, advertising credibility has a positive effect on company credibility and also brand trust has a positive effect on advertising credibility and company credibility.","PeriodicalId":92175,"journal":{"name":"Asian journal of research in social sciences and humanities","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135865138","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Utilization of LSTM (Long Short Term Memory) Based Sentiment Analysis for Stock Price Prediction 基于LSTM(长短期记忆)的情绪分析在股价预测中的应用
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.141
Muhammad Fajrul Aslim, Gerry Firmansyah, Budi Tjahjono, Habibullah Akbar, Agung Mulyo Widodo
This study aims to utilize sentiment analysis in predicting stock price movements. Sentiment analysis can provide information to investors to understand market sentiment. This study uses a text-based approach by pre-processing data, constructing a sentiment analysis model and evaluating model performance. The collected data is analyzed to identify the text's positive, negative, or neutral sentiments. The approach used in scoring sentiment analysis is the Text blob approach and the Lexicon approach. Differences in the results of the accuracy of the two Sentiment Analysis approaches with the LSTM model have an influence on the prediction results with a better increase in accuracy using the Lexicon Sentiment Analysis approach. Then the LSTM model is implemented to classify texts into the desired sentiment categories. The results of this study are insight into the use of sentiment analysis in predicting stock price movements. The implemented sentiment analysis model can be a useful predictive tool for investors and stock practitioners in making investment decisions.
本研究旨在利用情绪分析预测股价走势。情绪分析可以为投资者了解市场情绪提供信息。本研究采用基于文本的方法,对数据进行预处理,构建情感分析模型,并对模型性能进行评价。对收集到的数据进行分析,以确定文本的积极、消极或中性情绪。情感分析中使用的评分方法是Text blob方法和Lexicon方法。使用LSTM模型的两种情感分析方法的预测结果的准确性差异影响了使用Lexicon情感分析方法的预测结果的准确性提高。然后实现LSTM模型将文本分类到期望的情感类别中。本研究的结果是洞察使用情绪分析预测股价走势。所实现的情绪分析模型可以作为投资者和股票从业者进行投资决策的有用预测工具。
{"title":"Utilization of LSTM (Long Short Term Memory) Based Sentiment Analysis for Stock Price Prediction","authors":"Muhammad Fajrul Aslim, Gerry Firmansyah, Budi Tjahjono, Habibullah Akbar, Agung Mulyo Widodo","doi":"10.59888/ajosh.v1i12.141","DOIUrl":"https://doi.org/10.59888/ajosh.v1i12.141","url":null,"abstract":"This study aims to utilize sentiment analysis in predicting stock price movements. Sentiment analysis can provide information to investors to understand market sentiment. This study uses a text-based approach by pre-processing data, constructing a sentiment analysis model and evaluating model performance. The collected data is analyzed to identify the text's positive, negative, or neutral sentiments. The approach used in scoring sentiment analysis is the Text blob approach and the Lexicon approach. Differences in the results of the accuracy of the two Sentiment Analysis approaches with the LSTM model have an influence on the prediction results with a better increase in accuracy using the Lexicon Sentiment Analysis approach. Then the LSTM model is implemented to classify texts into the desired sentiment categories. The results of this study are insight into the use of sentiment analysis in predicting stock price movements. The implemented sentiment analysis model can be a useful predictive tool for investors and stock practitioners in making investment decisions.","PeriodicalId":92175,"journal":{"name":"Asian journal of research in social sciences and humanities","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135865577","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
期刊
Asian journal of research in social sciences and humanities
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