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Social Media Marketing in Shaping Behavioral Intentions (Study on the Influence of Social Media Marketing Content, Brand Trust, Brand Experience of Kahf Skincare on Behavioral Intentions of Instagram Followers @Kahfeveryday Through Relation Bonds) 社交媒体营销对行为意向的塑造(通过关系纽带研究卡夫护肤的社交媒体营销内容、品牌信任、品牌体验对Instagram关注者@ kaheveryday行为意向的影响)
Pub Date : 2023-10-25 DOI: 10.59888/ajosh.v2i1.151
Brenda Pranata, Hilarius Bambang Winarko
The realm of skincare, which was traditionally associated with women's needs, has undergone a significant shift where there is now an equal demand for skincare among men. The surge in demand for men's skincare products was particularly noticeable in the year 2020. This need was addressed by a renowned company, PT. Paragon Technology and Innovation, which innovatively launched a specialized brand for men's skincare called Kahf. Considering the current trend of utilizing social media for marketing purposes, the author was intrigued to examine how Kahf, as a specialized brand for men, carries out its marketing activities. Additionally, the study aims to explore the followers' response regarding their trust in using Kahf as their skincare choice, as well as their brand experience throughout the usage of the brand. These three variables are mediated by the presence of relational bonds to shape behavioral intentions. The research sample consists of 80 Instagram followers of @Kahfeveryday, and the data will be analyzed using the SmartPLS 3.0 measurement tool and bootstrapping technique. The research findings indicate that this men's facial skincare product exhibits a distinct treatment approach, differing in terms of the habits and strategies employed by the brand compared to the skincare marketing targeted towards women. It is crucial to construct an engaging narrative or storytelling that leverages current ongoing phenomena
传统上与女性需求相关的护肤领域已经发生了重大转变,现在男性对护肤的需求也在增加。男性护肤品需求的激增在2020年尤为明显。这一需求得到了著名公司PT. Paragon Technology and Innovation的解决,该公司创新地推出了一个名为Kahf的男士护肤专业品牌。考虑到目前利用社交媒体进行营销的趋势,作者很想研究Kahf作为一个专门的男性品牌是如何进行营销活动的。此外,本研究旨在探讨追随者对卡夫作为其护肤选择的信任的反应,以及他们在整个品牌使用过程中的品牌体验。这三个变量是通过关系纽带的存在来调节的,从而形成行为意图。研究样本由@ kaheveryday的80名Instagram粉丝组成,数据将使用SmartPLS 3.0测量工具和bootstrapping技术进行分析。研究结果表明,这款男士面部护肤产品与针对女性的护肤营销相比,在习惯和策略方面表现出独特的治疗方法。构建一个吸引人的叙事或讲故事,利用当前正在发生的现象是至关重要的
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引用次数: 0
CAUSES OF CHILDREN COMMITTING THEFT CRIMES (Case Study of the Ngawi District Attorney's Office in 2022) 儿童盗窃犯罪的原因(以2022年恩加威地区检察官办公室为例)
Pub Date : 2023-10-25 DOI: 10.59888/ajosh.v2i1.157
Agustin Dwi Ria Mahardika, Rehnalemken Ginting
In the future, the child plays an important role in shaping the history, country and way of life of a country. In other words, children are the next generation of the nation. However, the potential for criminal behavior is also inherent in children. One of them is through theft. The factors that underlie children committing theft include family, environment, and even self. This study aims to determine and examine the factors that cause children to commit theft, as well as the efforts made to prevent this occurrence and law enforcement. This legal research uses descriptive analysis techniques by combining sociological or empirical approaches. Based on the results of the study, the main factors that encourage young people to commit theft in the Ngawi region are family, education, and economic factors. Poor education, weak economy, and a less harmonious family environment due to family conditions that are no longer intact due to divorce or death of parents, become additional factors in themselves. As a result, children lose positive role models on how to live their lives. To overcome this, efforts are needed to handle it as early as possible with various approaches and patterns of prevention, repressive, and curative handling.
在未来,孩子在塑造一个国家的历史、国家和生活方式方面扮演着重要的角色。换句话说,孩子是国家的下一代。然而,儿童的潜在犯罪行为也是与生俱来的。一种是通过盗窃。导致儿童盗窃的因素包括家庭、环境甚至是自身。这项研究旨在确定和检查导致儿童盗窃的因素,以及为防止这种情况的发生和执法所做的努力。这项法律研究结合社会学或实证方法,使用描述性分析技术。根据研究结果,在Ngawi地区,鼓励年轻人盗窃的主要因素是家庭、教育和经济因素。教育水平低下、经济不景气、因父母离婚或死亡而失去完整的家庭环境而导致的家庭环境不和谐,这些都是附加因素。结果,孩子们失去了如何生活的积极榜样。为了克服这一点,需要努力尽早处理它,采取各种预防、抑制和治疗处理的方法和模式。
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引用次数: 0
Analysis of Selected Public Service Innovation 2022: Variety and Issues 《公共服务创新选择2022:多样性与问题分析》
Pub Date : 2023-10-25 DOI: 10.59888/ajosh.v2i1.125
Nurul Hasanah, Reza Fathurrahman
To satisfy society’s demands for effective and efficient public services, the Indonesian government through the Ministry of Administrative and Bureaucratic Reform encourages the development of innovation in the public sector by organizing Public Service Innovation Competition (KIPP, Kompetisi Inovasi Pelayanan Publik). In 2022, 3.487 innovations were registered to participate in the competition and 99 of the best innovations were selected from various public agencies. The content analysis results show that the types of innovation that won KIPP were dominated by process innovation. Meanwhile the goal of innovation is mostly to increase people’s satisfaction. Most of the innovations cannot be assessed for their outcome because the results of innovation remain at the output level. Half of the KIPP winning innovations have implemented innovation networks by collaboration with other stakeholders, while only 31.31% of innovations have been replicated. Public service innovation is still focused on process innovation and product innovation. In fact, public issues are not only on how individual people may receive services swiftly as possible but also how to empower people to solve more complex social issues. Governments often experience limited resources to address these problems. For this reason, collaboration is needed with non-government actors such as academics, society and the private sector in a network that is able to create innovative solutions. In addition, the government needs to increase the dissemination of worthy replicable innovations by innovation organizers in other regions. With efforts through the establishment of innovation networks and accelerated replication, public service innovations will not only reach short-term impact outcomes but long-term impact, sustainable and effective outcomes in solving public issues.
为了满足社会对有效和高效的公共服务的需求,印度尼西亚政府通过行政和官僚改革部通过组织公共服务创新竞赛(KIPP, Kompetisi Inovasi Pelayanan Publik)鼓励公共部门创新的发展。2022年,共有3487个创新项目报名参加比赛,并从各公共机构中选出了99个最佳创新项目。内容分析结果表明,获得KIPP的创新类型以工艺创新为主。同时,创新的目的主要是为了提高人们的满意度。大多数创新的结果无法评估,因为创新的结果停留在产出水平。一半的KIPP获奖创新通过与其他利益相关者合作实施了创新网络,而只有31.31%的创新得到了复制。公共服务创新仍以工艺创新和产品创新为主。事实上,公共问题不仅仅是个人如何尽快得到服务,而是如何赋予人们解决更复杂的社会问题的能力。政府解决这些问题的资源往往有限。因此,需要与学术界、社会和私营部门等非政府行为体合作,建立一个能够创造创新解决方案的网络。此外,政府需要加大对其他地区创新组织者有价值的可复制创新的传播。通过构建创新网络和加快复制,使公共服务创新在解决公共问题方面不仅取得短期效果,而且取得长期、可持续和有效的效果。
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引用次数: 0
MEASUREMENT OF VIBRATION LEVELS AND GEOMETRIC QUALITY OF RECONDITIONED LATHE PRODUCTS WITH VARIATIONS IN BASIC MACHINING ELEMENTS 具有基本加工要素变化的修理后车床产品的振动水平和几何质量的测量
Pub Date : 2023-10-25 DOI: 10.59888/ajosh.v2i1.160
Hendra Hendra, Admon Dani, Dedi Suryadi, Hernadewita Hernadewita
Machining parameters are something that must be considered, where machining parameters are related to vibrations (chatters) that occur during the cutting process. Vibration (chatter) can affect the quality of the geometry of the resulting product. To find out this, it is necessary to test the influence of machining parameters on the vibration level and quality of product geometry. Measurement of vibration level values and product geometry quality is carried out at variations of 60 rpm, 215 rpm, 330 rpm and 1140 rpm, with variations in cutting depth of 0.5 mm, 1 mm, 2 mm and 3 mm. The results of the cutting process with the influence of machining parameters (spindle rotation and cutting depth) on vibration, the most optimal value with a low vibration level is obtained, namely in the cutting process with spindle rotation parameters (n) 1140 rpm, and cutting depth (a) 1 mm produces a vibration value of 2.1 mm / s. However, for the most optimal cutting process, the highest vibration level value is produced, that is, in the cutting process with spindle rotation parameters (n) 215 rpm and cutting depth (a) 3 mm resulting in a vibration value of 3.4 mm / s. From the results of measuring the vibration level, it is obtained that the vibration level value has exceeded the permissible tolerance limit. However, for the influence of machining parameters on the quality of product geometry, results are obtained with the quality of product geometry that is still within the permissible tolerance limits, namely at spindle rotation (n) 1140 rpm. For the results of measuring the quality of product geometry at spindle rotation (n) 60 rpm, 215 rpm and 330 rpm, the quality results of product geometry obtained have exceeded the permissible tolerance limit.
加工参数是必须考虑的,其中加工参数与切削过程中发生的振动(颤振)有关。振动(颤振)会影响最终产品的几何质量。为此,有必要测试加工参数对振动水平和产品几何质量的影响。振动等级值和产品几何质量的测量在60rpm, 215rpm, 330rpm和1140rpm的变化下进行,切割深度的变化为0.5 mm, 1mm, 2mm和3mm。加工参数(主轴转速和切削深度)对切削过程振动的影响结果表明,在较低振动水平下得到最优值,即在主轴转速参数(n) 1140 rpm、切削深度(a) 1 mm的切削过程中产生的振动值为2.1 mm / s。而在最优切削过程中产生的振动水平值最高,即在主轴转速参数(n) 215转/分、切割深度(a) 3mm的切削过程中,产生的振动值为3.4 mm / s,从振动级测量结果可知,振动级值已超过允许公差极限。然而,对于加工参数对产品几何形状质量的影响,结果是在产品几何形状质量仍在允许公差范围内,即主轴旋转(n) 1140 rpm时获得的。对主轴转速(n) 60rpm、215rpm、330rpm时的产品几何质量测量结果,所得的产品几何质量结果超出了允许的公差范围。
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引用次数: 0
CONFLICT OF MEANINGS IN CIAMSI PREDICTION TEXTS (HERMENEUTICS OF CIAMSI PREDICTION TEXTS AT VIHARA DHARMA BHAKTI AND DHARMA JAYA TOASEBIO) 赛姆斯预言文本的意义冲突(赛姆斯预言文本在vihara dharma bhakti和dharma jaya toasebio的诠释学)
Pub Date : 2023-10-25 DOI: 10.59888/ajosh.v2i1.144
Daniel Susanto, Fabianus Fensi
Ciamsi, a long-standing historical legacy, continues to be popular to this day, serving as concrete evidence of its enduring appeal. Spanning the tumultuous shifts of historical epochs, Ciamsi has persevered and been preserved within various temples, both large and small, playing a pivotal role as a divination tool. The enduring presence of Ciamsi not only underscores its unquestionable intrinsic value but also reflects the unwavering spirit of Chinese tradition and its cultural heritage. Consequently, this research is deeply rooted in the environment of centuries-old temples in Jakarta, where Ciamsi has become an inseparable part of the local cultural fabric. The primary objective of this research is to delve profoundly into the intricate meanings and interpretations embedded within Ciamsi. Additionally, the research aims to unveil the profound role of symbolism within the realm of Ciamsi, as employed by Vihara Dharma Bhakti and Vihara Dharma Jaya Toasebio. To achieve these objectives, this study employs the comprehensive hermeneutical framework introduced by the eminent philosopher, Paul Ricouer. This research fundamentally aligns with the qualitative research paradigm, enabling a profound and nuanced understanding of the subject matter.
Ciamsi,一个悠久的历史遗产,继续流行到今天,作为其持久的吸引力的具体证据。在动荡的历史变迁中,钱思被保存在大大小小的寺庙中,作为占卜工具发挥着关键作用。钱思的经久不衰,不仅彰显了其无可置疑的内在价值,也反映了中国传统和文化遗产的坚定精神。因此,这项研究深深植根于雅加达数百年历史的寺庙环境中,在那里,Ciamsi已经成为当地文化结构不可分割的一部分。本研究的主要目的是深入研究Ciamsi的复杂含义和解释。此外,本研究旨在揭示象征主义在毗哈拉达摩巴克提和毗哈拉达摩加亚Toasebio所使用的象征主义领域中的深刻作用。为了实现这些目标,本研究采用了由著名哲学家保罗·里库尔提出的综合解释学框架。这项研究从根本上与定性研究范式保持一致,能够对主题进行深刻而细致的理解。
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引用次数: 0
The Influence of Celebrity Endorser, Price, and Social Media on Purchase Decisions Mediated by Brand Image (Empirical Study: Shopee Consumers in Jakarta) 名人代言、价格和社交媒体对品牌形象中介下购买决策的影响(雅加达Shopee消费者实证研究)
Pub Date : 2023-10-25 DOI: 10.59888/ajosh.v2i1.143
Yenni Yenni, Liem Bambang Sugiyanto
This study aims to identify the factors influencing purchasing decisions on the shopee e-commerce platform. It analyzed factors such as celebrity endorser, price, and social media influence the purchase decision in Jakarta City, both directly and indirectly mediated by brand image. The research used quantitative methods and was processed using AMOS. The survey was conducted on 15o respondents who met the respondent criteria using purposive, non-probability sampling. The research found that celebrity endorsers and social media did not significantly influence the purchase decision. Meanwhile, price and brand image had a significant influence on purchase decisions. However, after being mediated by brand image, celebrity endorsers showed a more significant influence on purchase decisions. Social media also showed a more significant influence on purchase decisions. In contrast, price's influence on purchase decisions was less significant even after being mediated by brand image. The limitation of the research was the limited respondents, with 150 respondents domiciled in Jakarta who had purchased on the shopee e-commerce platform. This research could be generalized more widely if the samples were taken not only from Jakarta City. The implications of this research provided managerial contributions to the online shop industry, especially an overview of online consumer behavior and an understanding of the factors influencing increased purchase decisions, such as celebrity endorsers, prices, social media, and brand image, so merchants can develop a business strategic plan that aligns with internal and external company conditions.
本研究旨在找出影响受商在电商平台上购买决策的因素。它分析了名人代言、价格和社交媒体等因素对雅加达市购买决策的影响,这些因素直接或间接地通过品牌形象中介。本研究采用定量方法,并采用AMOS进行处理。这项调查是在150名符合调查标准的受访者中进行的,采用了有目的的非概率抽样。研究发现,名人代言和社交媒体对购买决定没有显著影响。同时,价格和品牌形象对购买决策有显著影响。然而,经过品牌形象的中介作用后,名人代言对购买决策的影响更为显著。社交媒体对购买决策的影响也更为显著。相比之下,价格对购买决策的影响即使在品牌形象的中介作用下也不显著。该研究的局限性在于受访者有限,只有150名居住在雅加达的受访者曾在shopee电子商务平台上购物。如果不仅从雅加达市采集样本,这项研究可以更广泛地推广。本研究的启示为在线商店行业提供了管理贡献,特别是对在线消费者行为的概述和对影响增加购买决策的因素的理解,例如名人代言,价格,社交媒体和品牌形象,因此商家可以制定与内部和外部公司条件相一致的商业战略计划。
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引用次数: 0
Ethnobotany of Medicinal Plants for Infectious Diseases in the Besemah Tribe, Lahat Regency, South Sumatra Province, Indonesia 印度尼西亚南苏门答腊省拉哈特县Besemah部落传染病药用植物的民族植物学研究
Pub Date : 2023-10-25 DOI: 10.59888/ajosh.v2i1.163
Nina Tanzerina, Desti Safitri, Harmida Harmida, Nita Aminasih, Juswardi Juswardi
Knowledge about medicinal plants in the Besemah tribe community in Jarai District and Sukamerindu District, Lahat Regency, South Sumatra Province, has long been known and used for generations and stored as local wisdom of the community. The use of medicinal plants as one of the community's solutions to cure infectious diseases, with natural medicinal materials the side effects caused are relatively less. This study aims to inventory and identify the types of medicinal plants and types of medicinal plants typical of the Besemah tribe, how to process, how to use, and how to use specifically to treat infectious diseases in the Besemah tribe in Jarai District and Sukamerindu District, Lahat Regency, South Sumatra Province. This research will be conducted from January to March 2023. The study was conducted using quantitative descriptive methods by conducting interviews with 9 traditional medicine (battra) as sources of information. The results showed that plants used as medicine by the Besemah tribe community as many as 94 species of plants from 47 families to treat 29 infectious diseases. There are seven species of typical plants of the Besemah tribe, namely Tetap kadam (Hadgsonia macrocarpa (Blume) Cogn.), Tetungau (Debregeasia longifolia (Burm.f) Wedd), Memban burung (Donax canniformis (G.Forst) K.Schum), Temperingat (Rubus moluccanus L.), Tapal selembar (Monophyllaea horsfieldii R.Brown), Sedingin hutan (Fissistigma fulgens (Hook.f & Thomson) Merr.), Memaye (Leea indica (Burm.f.) Merr), and the typical way of processing is that the stem is cut, the water is collected and drunk directly. The most widely used plant part is the 38% leaf part. The most processing method is used by boiling 46% and the most use method by drinking 53%.
在南苏门答腊省拉哈县Jarai地区和Sukamerindu地区的Besemah部落社区,关于药用植物的知识早已为人所知,世代使用,并作为社区的当地智慧储存起来。利用药用植物作为社会治疗传染病的解决方案之一,用天然药材所造成的副作用相对较少。本研究旨在调查和确定南苏门答腊省拉哈特县Jarai地区和Sukamerindu地区Besemah部落的药用植物类型和典型药用植物类型,如何加工,如何使用,以及如何专门用于治疗传染病。这项研究将于2023年1月至3月进行。本研究采用定量描述方法,通过对9种传统医学(battra)进行访谈作为信息来源。结果表明,被Besemah部落社区用作药物的植物多达47科94种,可治疗29种传染病。Besemah部落的典型植物有7种,分别是Tetap kadam (Hadgsonia macrocarpa (Blume) Cogn.)、Tetungau (Debregeasia longifolia(缅甸)Wedd)、Memban burung (Donax canformis (g.f rst) K.Schum)、Temperingat (Rubus moluccanus L.)、Tapal selembar (Monophyllaea horsfieldii r.b brown)、Sedingin hutan (fisisistigma fulgens (Hook. f);f和汤姆逊(Thomson)先生,梅迈耶(Leea indica)先生(缅甸),典型的处理方式是将茎切掉,收集水直接饮用。应用最广泛的植物部位是38%的叶片部分。煮煮法占46%,饮用法占53%。
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引用次数: 0
Analysis of Associated Factors Breast Canser in Women at Pirngadi Hospital Medan in 2020 棉兰Pirngadi医院2020年女性乳腺癌相关因素分析
Pub Date : 2023-10-07 DOI: 10.59888/ajosh.v2i1.145
Hayatur Ridha Sari
WHO show breast canser is the most cases in Indonesia, namely 58,256 (16,7%) case of the total 348,809 cases of canser. The research objective was to analyze the factors associated with breast canser. The research was an analytic survey with a cross sectional approach. The population was 99 respondents who experienced breast canser in January-July 2020. The sample were 30 respondents as outpatient of Oncology Surgical Clinic Of Pirngadi Hospital Medan. The results showed that there was a relationship between age (p=0,0000), parity (p=.005), age at first menstruation (menarche) (p= .002), history of breast canser (p=.024), smoking habits (p=.024) and contraception (p=.005) with breast canser based on the result of the chi square test with p-value <.05. and the results of the multivariate analysis of the dominant factors were the variable age at first menstruation (menarche) with a significant value of .005 (p-value .05), the value of the B coefficient of 3.555 was positive, and the use of contraceptives with a significant value of.009 (p-value <.05), the value of the coefficient B, was 3.219 was positive. The conclusion showed a relationship between age, parity, age at fierst menstruation (menarche), history of breast canser, smoking habits, and use of contraceptives were found.
世卫组织显示,印度尼西亚的乳腺癌病例最多,在总共348,809例癌症中有58,256例(16.7%)。研究目的是分析与乳腺癌相关的因素。本研究采用横断面分析法进行分析调查。该人群是99名在2020年1月至7月期间患乳腺癌的受访者。样本为棉兰Pirngadi医院肿瘤外科门诊的30名应答者。卡方检验结果显示,年龄(p=0,000)、胎次(p= 0.005)、初潮年龄(p= 0.002)、乳腺癌史(p= 0.024)、吸烟习惯(p= 0.024)、避孕措施(p= 0.005)与乳腺癌存在相关性,p值为0.05。多因素分析结果显示,初潮可变年龄显著值为0.005 (p值0.05),B系数为3.555为正,避孕药具的使用显著值为0.009(p值< 0.05),系数B值为3.219为正。结论显示,年龄、胎次、初潮年龄、乳腺癌史、吸烟习惯和使用避孕药具与乳腺癌有一定的关系。
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引用次数: 0
Juridical Analysis of Corruption Crime Asset Confistion As an Effort to Return State Losses Using Non Penal Approach in Indonesia 印尼贪污犯罪以非刑事方式追偿国家损失的法律分析
Pub Date : 2023-10-02 DOI: 10.59888/ajosh.v2i1.142
Fauzan Akbar, Khaerul Ardhian Syaekh
In its development, corruption in Indonesia has increased from year to year, both in terms of the quality or amount of state financial losses and the quality of how it is carried out in a sophisticated and systematic manner, and has even penetrated across national borders. Therefore, handling corruption, especially in order to maximize the recovery of state losses, requires a comprehensive approach, as well as through international cooperation. This research found the fact that the asset confiscation mechanism using a non-penal approach is more effective and efficient. This argument is based on the fact that because there is no need to confirm the crime of corruption as long as the perpetrator's assets are suspected to be illegal assets of corruption, this shortens the time. Confiscation of property or assets using non-penal means is more efficient when compared to confiscation of property or assets through civil means in accordance with the provisions of the Corruption Eradication Law (PTPK) which is legal in Indonesia. Because if in a criminal case using civil law it is the same as placing the burden on the prosecutor to carry out proof, then it actually increases the number of things that might happen, namely reconvention lawsuits against the prosecutor as the plaintiff. The asset confiscation mechanism using a non-penal approach no longer focuses on chasing perpetrators but rather following the movement of money so that the number of corruption in Indonesia is expected to decrease.
在其发展过程中,印尼的腐败逐年增加,无论是在国家财政损失的质量或数量方面,还是在以复杂和系统的方式进行腐败的质量方面,甚至已经渗透到国界之外。因此,处理腐败问题,特别是为了最大限度地弥补国家损失,需要采取综合措施,并通过国际合作。这项研究发现,采用非刑罚办法的资产没收机制更为有效和高效。这一论点是基于这样一个事实,即只要行为人的资产被怀疑是腐败的非法资产,就不需要确认腐败犯罪,这样就缩短了时间。根据印尼合法的《消除腐败法》(PTPK)的规定,使用非刑事手段没收财产或资产比通过民事手段没收财产或资产更有效。因为如果在刑事案件中使用民法,这就等同于将举证的责任放在检察官身上,那么它实际上增加了可能发生的事情的数量,即对检察官作为原告的再次诉讼。采用非刑事方法的资产没收机制不再侧重于追捕肇事者,而是跟踪资金的流动,以便印度尼西亚的腐败数量预计将减少。
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引用次数: 0
Emotional Classification Based on Facial Expression Recognition Using Convolutional Neural Network Method 基于卷积神经网络的面部表情识别情感分类
Pub Date : 2023-09-25 DOI: 10.59888/ajosh.v1i12.139
Arif Pami Setiaji
In recent years, the development of human-computer interaction technology has reached remarkable levels, particularly in the field of facial expression recognition. This technology utilizes human facial images to identify and classify emotional expressions such as happiness, sadness, fear, and more through computer image processing. Active research in facial expression recognition yields substantial benefits for individual and societal advancement, especially in the context of its application within Smart City environments. This study demonstrates that well- configured Convolutional Neural Network (CNN) models empowered by TensorFlow exhibit higher accuracy compared to models utilizing PyTorch. The TensorFlow model achieves the highest accuracy of 93% in recognizing emotional expressions, whereas the PyTorch model achieves 69% accuracy. The TensorFlow model also displays lower accuracy loss and shorter training times compared to the PyTorch model. In the context of calculating happiness indices within Smart City environments, the appropriate choice of technology significantly influences measurement accuracy and efficiency. Therefore, the TensorFlow platform, proven to deliver superior performance in this study, can be a strategic choice for integrating facial expression detection technology into happiness index measurements in such locations
近年来,人机交互技术的发展达到了令人瞩目的水平,特别是在面部表情识别领域。这项技术利用人类面部图像,通过计算机图像处理,识别和分类快乐、悲伤、恐惧等情绪表达。面部表情识别的积极研究为个人和社会的进步带来了巨大的好处,特别是在智能城市环境中的应用。这项研究表明,与使用PyTorch的模型相比,由TensorFlow授权的配置良好的卷积神经网络(CNN)模型具有更高的准确性。TensorFlow模型在识别情绪表情方面达到了93%的最高准确率,而PyTorch模型达到了69%的准确率。与PyTorch模型相比,TensorFlow模型还显示出更低的准确性损失和更短的训练时间。在智慧城市环境中计算幸福指数的背景下,适当的技术选择显著影响测量的准确性和效率。因此,在本研究中被证明提供卓越性能的TensorFlow平台可以作为将面部表情检测技术整合到此类地点的幸福指数测量中的战略选择
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引用次数: 0
期刊
Asian journal of research in social sciences and humanities
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