Intech最新文献_第3页

Seeding Diversity into AI Art 在AI艺术中植入多样性

Intech Pub Date : 2022-05-02 DOI: 10.48550/arXiv.2205.00804

Marvin Zammit, Antonios Liapis, Georgios N. Yannakakis

{"title":"Seeding Diversity into AI Art","authors":"Marvin Zammit, Antonios Liapis, Georgios N. Yannakakis","doi":"10.48550/arXiv.2205.00804","DOIUrl":"https://doi.org/10.48550/arXiv.2205.00804","url":null,"abstract":"This paper argues that generative art driven by conformance to a visual and/or semantic corpus lacks the necessary criteria to be considered creative. Among several issues identified in the literature, we focus on the fact that generative adversarial networks (GANs) that create a single image, in a vacuum, lack a concept of novelty regarding how their product differs from previously created ones. We envision that an algorithm that combines the novelty preservation mechanisms in evolutionary algorithms with the power of GANs can deliberately guide its creative process towards output that is both good and novel. In this paper, we use recent advances in image generation based on semantic prompts using OpenAI's CLIP model, interrupting the GAN's iterative process with short cycles of evolutionary divergent search. The results of evolution are then used to continue the GAN's iterative process; we hypothesise that this intervention will lead to more novel outputs. Testing our hypothesis using novelty search with local competition, a quality-diversity evolutionary algorithm that can increase visual diversity while maintaining quality in the form of adherence to the semantic prompt, we explore how different notions of visual diversity can affect both the process and the product of the algorithm. Results show that even a simplistic measure of visual diversity can help counter a drift towards similar images caused by the GAN. This first experiment opens a new direction for introducing higher intentionality and a more nuanced drive for GANs.","PeriodicalId":13714,"journal":{"name":"Intech","volume":"153 1","pages":"210-219"},"PeriodicalIF":0.0,"publicationDate":"2022-05-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80071021","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: 3

Penerapan Metode Scrum pada Pembuatan Aplikasi Sistem Tanda Tangan Digital dengan QR Code Berbasis Website Scrum应用程序创建数字签名系统与基于web的QR代码

Intech Pub Date : 2022-04-14 DOI: 10.54895/intech.v3i1.1175

Cahya Kamila

{"title":"Penerapan Metode Scrum pada Pembuatan Aplikasi Sistem Tanda Tangan Digital dengan QR Code Berbasis Website","authors":"Cahya Kamila","doi":"10.54895/intech.v3i1.1175","DOIUrl":"https://doi.org/10.54895/intech.v3i1.1175","url":null,"abstract":"Sign systems that are still traditional are considered less effective and are starting to be replaced by digital because they can save resources and time compared to having to meet in person the traditional way. According to several studies that have been reviewed previously, the use of digital signatures using a QR Code based on a website has proven to be effective and efficient to implement. At this time the use of digital signatures has begun to be used in various places, because signatures that are done manually using a wet pen are considered less efficient because it requires a long process and is easy to manipulate, which causes the validity of the signature to decrease. . With these problems, we developed a Website-Based Digital Signature System for the Informatics and Computer Engineering Education Study Program, State University of Jakarta by applying the scrum method. Scrum is an additional responsive framework for developing software and managing product or application development. Scrum is a complex process in which many factors affect the final result. Based on our development, we conclude that it is proven that the existence of a website-based signature application using a QR Code can make the signature process more efficient and effective and can increase the level of validity of the signature because QR Codes are difficult to manipulate. that we created can be applied in many places and reduce the problem of the length of the process of requesting a signature.","PeriodicalId":13714,"journal":{"name":"Intech","volume":"29 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-04-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91337742","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

PENGGUNAAN VIRTUAL PRIVATE NETWORK (VPN) PADA PT SEMEN BATURAJA (PERSERO) TBK.

Intech Pub Date : 2022-04-06 DOI: 10.54895/intech.v3i1.1267

Ocka Dharma Putra, Destiarini Destiarini, Abdul Rahman, Achmad Azhari, Safaruddin Safaruddin

{"title":"PENGGUNAAN VIRTUAL PRIVATE NETWORK (VPN) PADA PT SEMEN BATURAJA (PERSERO) TBK.","authors":"Ocka Dharma Putra, Destiarini Destiarini, Abdul Rahman, Achmad Azhari, Safaruddin Safaruddin","doi":"10.54895/intech.v3i1.1267","DOIUrl":"https://doi.org/10.54895/intech.v3i1.1267","url":null,"abstract":"Seiring kemajuan teknologi informasi dan telekomunikasi dan juga maraknya penggunaan internet sangat banyak perusahaan yang beralih menggunakan internet sebagai bagian dari sebuah jaringan mereka dalam menghemat suatu biaya. Akan tetapi permasalahan dalam keamanan masih menjadi salah satu factor utama. Dalam mengatasi suatu masalah keamanan tersebut peneliti menawarkan sebuah solusi berupa sebuah system yang disebut virtual rivate network (VPN) Sehingga dapat diakses oleh para karyawan PT. Semen Baturaja. Metode yang terdapat dalam system ini adalah metode PPTP ( Point To Point Tunneling Protocol), L2TP, Tunneling Protocol, Remote procedure Call (RPC). Dengan adanya sistem Virtual Private Network (VPN) dapat memudahkan akses jaringan untuk para karyawan pt semen baturaja sebagai fasilitas agar para karyawan dapat terhubung ke jaringan local dimana pun mereka berada.Seiring kemajuan teknologi informasi dan telekomunikasi dan juga maraknya penggunaan internet sangat banyak perusahaan yang beralih menggunakan internet sebagai bagian dari sebuah jaringan mereka dalam menghemat suatu biaya. Akan tetapi permasalahan dalam keamanan masih menjadi salah satu factor utama. Dalam mengatasi suatu masalah keamanan tersebut peneliti menawarkan sebuah solusi berupa sebuah system yang disebut virtual rivate network (VPN) Sehingga dapat diakses oleh para karyawan PT. Semen Baturaja. Metode yang terdapat dalam system ini adalah metode PPTP ( Point To Point Tunneling Protocol), L2TP, Tunneling Protocol, Remote procedure Call (RPC). Dengan adanya sistem Virtual Private Network (VPN) dapat memudahkan akses jaringan untuk para karyawan pt semen baturaja sebagai fasilitas agar para karyawan dapat terhubung ke jaringan local dimana pun mereka berada.","PeriodicalId":13714,"journal":{"name":"Intech","volume":"34 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74671584","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

RANCANG BANGUN SISTEM INFORMASI RAPORT SISWA BERBASIS WEB PADA SEKOLAH MENENGAH KEJURUAN 设计一种基于WEB的学生强奸信息系统的职业高中

Intech Pub Date : 2022-04-06 DOI: 10.54895/intech.v3i1.1285

Ahlis Noor Kholili

{"title":"RANCANG BANGUN SISTEM INFORMASI RAPORT SISWA BERBASIS WEB PADA SEKOLAH MENENGAH KEJURUAN","authors":"Ahlis Noor Kholili","doi":"10.54895/intech.v3i1.1285","DOIUrl":"https://doi.org/10.54895/intech.v3i1.1285","url":null,"abstract":"Sistem manajemen penilaian raport pada Sekolah Menengah Kejuruan NU Al Hidayah di Kabupaten Kudus belum sepenuhnya terkomputerisasi. Permasalahan pada sistem yang berjalan saat ini yaitu dalam satu sekolah terdapat 193 siswa dan masing-masing mempunyai nilai yang berbeda-beda. Tidak jarang penyimpanan nilai siswa dicatat dikertas dan disimpan secara konvensional, sehingga banyak hal yang dirasa menghawatirkan oleh sekolah diantaranya faktor binatang (rayap), kebakaran, sehingga berdampak pada saat membutuhkan dokumen nilai tiap angkatan membutuhkan waktu yang sangat lama dalam pencarian dokumen. Adapun tujuan dari penelitian ini adalah untuk memudahkan dan mempercepat input nilai raport oleh wali kelas dengan menggunakan sistem berbasis website pada SMK NU Al Hidayah Kudus. Untuk memenuhi kebutuhan sistem maka di butuhkan metode survey dan metode analisis elisitasi yang menghasilkan 33 butir fungsional dan dua butir non fungsional. Sedangkan rancangan model sistem ini menggunakan orientasi objek (Unified Modeling Language) dan implementasinya menggunakan bahasa pemograman PHP serta database MySQL. Dengan demikian sistem berbasis komputer ini dapat mempermudah dalam proses penilaian serta dapat dilakukan dengan cepat dan akurat.","PeriodicalId":13714,"journal":{"name":"Intech","volume":"1 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78691088","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

Analisis Teknik Entity-Relationship Diagram dalam Perancangan Database Sebuah Literature Review 分析技术实体关系图dalam Perancangan数据库Sebuah文献综述

Intech Pub Date : 2022-04-06 DOI: 10.54895/intech.v3i1.1261

Khoulah 'Afiifah, Zaimah Fira Azzahra, Azaroby Dwi Anggoro

引用次数: 0

Penggunaan Voice Over Internet Protocol (VOIP) dengan MPLS di PT. Semen Baturaja 彭古南互联网语音协议(VOIP)邓根MPLS di PT. Semen Baturaja

Intech Pub Date : 2022-04-06 DOI: 10.54895/intech.v3i1.1252

Imam Syaifudin, Abdul Rahman, Destiarini Destiarini, Achmad Azhari, Safaruddin Safaruddin

{"title":"Penggunaan Voice Over Internet Protocol (VOIP) dengan MPLS di PT. Semen Baturaja","authors":"Imam Syaifudin, Abdul Rahman, Destiarini Destiarini, Achmad Azhari, Safaruddin Safaruddin","doi":"10.54895/intech.v3i1.1252","DOIUrl":"https://doi.org/10.54895/intech.v3i1.1252","url":null,"abstract":"Teknologi VOIP yang digunakan pada PT. Semen Baturaja (Persero) adalah IP PBX yang terkoneksi lanngsung dengan MPLS indosat. VOIP merupakan singkatan dari Voice Over Internet Protocol atau juga bisa dinamakan sebagai IP Telephony, Digital Phone, atau Internet Telephony. Teknologi ini digunakan untuk berkomunikasi secara jarak jauh dengan memanfaatkan koneksi internet. Dalam penulisan tugas akhir artikel ini mengunakan metode observasi, interview dan literatur. Dengan menggunakan VOIP sebagai komunikasi suara pada PT. Semen Baturaja dapat membberikan keuntungan dan kemudahan dalam melakukan komunikasi dengan cabang perusahaan yang ada di kota lain terutama dari segi biaya. VoIP memiliki keunggulan yang tidak dimiliki oleh PSTN (Public Switched Telephone Network). VOIP sudah banyak diterapkan ke dalam berbagai macam pemanfaatan standar dan juga protocol yang bersifat open source. PT. Semen Baturaja (Persero) telah menggunakan VOIP untuk dapat berhubungan dengan mudah dan baik, untuk itu saya tertarik untuk mendalami apa itu VOIP di PT Semen Baturaja. IP Telephony Internet Telephony Broadband Telephony atau diistilahkan dengan VoIP (Voice Over Internet Protocol) merupakan teknologi yang memanfaatkan Internet Protocol untuk menyediakan komunikasi suara secara elektronis dan real-time.","PeriodicalId":13714,"journal":{"name":"Intech","volume":"20 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2022-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80120328","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: 1

Deep Learning-Based Visual Defect Inspection System for Pouch Battery Packs 基于深度学习的袋式电池组视觉缺陷检测系统

Intech Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-23585-6_5

Xu Wang, Pan Cheng

引用次数: 0

MCPR: A Chinese Product Review Dataset for Multimodal Aspect-Based Sentiment Analysis MCPR:面向多模态面向情感分析的中文产品评论数据集

Intech Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-23585-6_8

Carol Xu, Xuan Luo, Dan Wang

引用次数: 0

Solving a Cloze Test for Generative Commonsense Question Answering 解决生成常识性问答的完形填空测试

Intech Pub Date : 2022-01-01 DOI: 10.1007/978-3-031-23585-6_2

Xuan Luo, Yihui Li, Ruifeng Xu