1,721,462 research outputs found
Federated Learning Research: Trends and Bibliometric Analysis
No full textFederated learning (FL) allows machine learning algorithms to gain insights into a broad range of datasets located at different locations, enabling a privacy-preserving model development. Since its announcement in 2016, FL has gained interest from a variety of entities—both, in academia and industry. To understand what are the research trends in this area, a bibliometric analysis is conducted to objectively describe the research profile of the FL area. In this regard, 476 documents written in English were collected through a thorough systematic search in the Scopus database and examined from several perspectives (e.g., growth trends, top-cited papers, subject area), productivity measures of authors, institutions, and countries. Further, a co-word analysis through VOSviewer was carried out to identify the evolving research themes in FL. There has seen exponential growth in FL literature since 2018. There are five research themes, namely internet of things, wireless communication, privacy and security, data analytics, and learning and optimization, which were surfaced in the analysis. We also found that most of the documents related to FL were published in computer science, followed by engineering disciplines. It was also observed that China is at the forefront in terms of the frequency of documents in this area followed by the United States of America and Australia.</p
Fire alarm system with real-time monitoring and alert system using IOT / Muhammad Habib Shaharuddin
Full text linkThis paper covers the design and implementation of an Internet of Things (IoT)-based fire alarm system with real-time monitoring and alerting features. By utilising IoT sensors, wireless connectivity, and cloud-based platforms, the suggested system seeks to improve conventional fire detection techniques and offer quick and precise fire detection, instantaneous notifications, and remote monitoring. A variety of sensors, including temperature and fire detectors, are included into the system architecture and are positioned strategically across the monitored area. These sensors collect data continually and use wireless networks to send it to a central IoT hub. The hub uses sophisticated algorithms to assess incoming data in real time and identify any fire problems. Additionally, the system makes remote monitoring possible with an easy web or mobile device interface. Users are empowered to make informed decisions and take proactive measures to maintain fire safety by having access to real-time sensor data and system status. With its real-time monitoring and alerting features, the suggested fire alarm system uses the Internet of Things to transform fire safety procedures by providing remote accessibility, quick detection, and quick reaction. Because of its versatility and scalability, it may be used successfully in a range of contexts, including commercial, industrial, and residential ones. This helps to improve safety regulations and reduce the risk of fire
PENAMBAHAN BEBERAPA JENIS SUMBER BAHAN ORGANIK SEBAGAI MEDIA TANAM UNTUK PERTUMBUHAN DAN HASIL BAWANG MERAH (Allium ascalonicum L.)
Full text linkPENAMBAHAN BEBERAPA JENIS SUMBER BAHAN ORGANIK SEBAGAI MEDIA TANAM UNTUK PERTUMBUHAN DAN
HASIL BAWANG MERAH (Allium ascalonicum L.)
Muhammad Habib (11782101796)
Di bawah bimbingan Tiara Septirosya dan Oksana
INTISARI
Penggunaan bahan organik dapat meningkatkan reaksi pada tanah top soil yang dapat menyediakan kebutuhan unsur hara yang diserap oleh tanaman. Penelitian ini bertujuan untuk memperoleh bahan organik terbaik yang mampu mengurangi penggunaan pupuk anorganik untuk dapat meningkatkan pertumbuhan dan hasil tanaman bawang merah. Penelitian ini telah dilaksanakan pada bulan November 2021 sampai Januari 2022. Penelitian dilaksanakan di Lahan Kelurahan Sidomulyo Barat, Tampan, Pekanbaru, Riau. Penelitian ini menggunakan metode Rancangan Acak Lengkap (RAL) dengan 7 perlakuan (Kontrol, top soil + Arang sekam + Cocopeat, top soil + Arang Sekam + pupuk kandang kambing, top soil + Cocopeat + pupuk kandang kambing, top soil + Cocopeat + Pupuk Hijau, top soil + Pupuk Hijau + Pupuk kandang Kambing, top soil + Pupuk Hijau + Arang sekam) dengan 5 kali ulangan. Hasil penelitian menunjukkan bahwa penambahan bahan organik arang sekam + pupuk kandang kambing dapat meningkatkan jumlah daun, diameter umbi, bobot basah umbi, bobot kering umbi dan produktivitas. Sedangkan penambahan bahan organik cocopeat + pupuk kandang kambing dapat meningkatkan tinggi tanaman dan jumlah umbi.
Kata kunci : arang sekam, cocopeat, pupuk hijau, pupuk kandang kambing, top soi
Dynamic and adaptive execution models for data stream mining applications in mobile edge cloud computing systems / Muhammad Habib Ur Rehman
Full text linkMobile edge cloud computing (MECC) systems extend computational, networking,
and storage capabilities of centralized cloud computing systems through edge servers at
one-hop wireless distances from mobile devices. Mobile data stream mining (MDSM)
applications in MECC systems involve massive heterogeneity at application and platform
levels. At application level, the program components need to handle continuously
streaming data in order to perform knowledge discovery operations. At platform level,
the MDSM applications need to seamlessly switch the execution processes among mobile
devices, edge servers, and cloud computing servers. However, the execution of MDSM
applications in MECC systems becomes hard due to multiple factors. The critical factors
of complexity at application level include data size and data rate of continuously
streaming data, the selection of data fusion and data preprocessing methods, the choice
of learning models, learning rates and learning modes, and the adoption of data mining
algorithms. Alternately, the platform level complexity increases due to mobility and limited
availability of computational and battery power resources in mobile devices, high
coupling between application components, and dependency over Internet connections.
Considering the complexity factors, existing literature proposes static execution models
for MDSM applications. The execution models are based on either standalone mobile
devices, mobile-to-mobile, mobile-to-edge, or mobile-to-cloud communication models.
This thesis presents the novel architecture which utilizes far-edge mobile devices as a
primary execution platform for MDSM applications. At the secondary level, the architecture
executes MDSM applications by enabling direct communication among nearer
mobile devices through localWi-Fi routers without connecting to the Internet. At tertiary
level, the architecture enables far-edge to cloud communication in case of unavailability
of onboard computational and battery power resources and in the absence of any other mobile devices in the locality. This thesis also presents the dynamic and adaptive execution
models in order to handle the complexity at application and platform levels. The
dynamic execution model facilitates the data-intensive MDSM applications having low
computational complexity. However, the adaptive execution model facilitates in seamless
execution of MDSM applications having low data-intensity but high computational
complexities. Multiple evaluation methods were used in order to verify and validate the
performance of proposed architecture and execution models. The validation and verification
of the proposed architecture were performed using High-Level Petri Nets (HLPN)
and Z3 Solver. The simulation results revealed that all states in the HLPN model were
reachable and the overall design presented a workable solution. However, proposed architecture
faced the state explosion problem wherein conventional static execution models
fail because the system may enter in multiple states of execution from a single state. The
proposed dynamic and adaptive execution models help address the issue of the state explosion
problem. To this end, the proposed execution models were tested with multiple
MDSM applications mapping to a real-world use-case for activity detection using MECC
systems. The experimental evaluation was made in terms of battery power consumption,
memory utilization, makespan, accuracy, and the amount of data reduced in mobile devices.
The comparison showed that proposed dynamic and adaptive execution models
outperformed the static execution models in multiple aspects
Pengaruh Model Pembelajaran Example non example Terhadap Hasil Belajar Siswa Kelas X Pada Mata Pelajaran Ekonomi Di Madrasah Aliyah Negeri 4 Kampar Kabupaten Kampar
Full text linkABSTRAK
Muhammad Habib (2021) : Pengaruh Model Pembelajaran Example non example Terhadap Hasil Belajar Siswa Kelas X Pada Mata Pelajaran Ekonomi Di Madrasah Aliyah Negeri 4 Kampar Kabupaten Kampar
Penelitian ini bertujuan untuk mengetahui pengaruh model pembelajaran example non example terhadap hasil belajar siswa kelas X pada mata pelajaran ekonomi di Madrasah Aliyah Negeri 4 Kampar Kabupaten Kampar. Dalam penelitian ini rumusan masalahnya adalah “Seberapakah Besar Pengaruh Model Pembelajaran example non example terhadap hasil belajar siswa kelas X pada mata pelajaran ekonomi di Madrasah Aliyah Negeri 4 Kampar Kabupaten Kampar?
Penelitian ini merupakan penelitian eksperimen untuk mengetahui suatu pengaruh penggunaan model pembelajaran Example non example, di penelitian ini peneliti berperan sebagai pengamat dalam proses pembelajaran. Dalam penelitian ini model Example non example merupakan variabel X, dan hasil belajar merupakan variabel Y. Populasi dalam penelitian ini adalah seluruh siswa Madrasah Aliyah Negeri 4 Kampar Kabupaten Kampar Kabupaten Kampar Tahun Pelajaran 2020/2021 sebanyak 3 kelas dengan rincian kelas X IIS sebanyak 26 siswa, kelas X MIA1 sebanyak 20 siswa dan kelas X MIA2 sebanyak 20 siswa. Dari 3 kelas tersebut diambil sampel untuk memilih dua kelas, yaitu satu sampel experiment dan satu sampel untuk kelas control. Sampel diambil dengan teknik random sampling dengan memilih 2 kelas dari 3 kelas. Hal ini dilakukan setelah melakukan uji homogenitas. Apabila kelas tersebut sudah homogen baru dipilih secara acak dan terpilihlah kelas. Teknik pengumpulan datanya berupa observasi, dokumentasi dan tes yang dilakukan pada pertemuan ke lima setelah pertemuan pembelejaran selesai. Data inilah yang diolah menggunakan rumus tes-t dan diperoleh nilai t sebesar 9.188 dengan nilai signifikan sebesar t-tabel 2,000 yang mana nilai signifikan yang diperoleh dari perhitungan lebih besar dari taraf signifikanα = 0,05, maka Ha diterima. Berdasarkan hasil analisis data tersebut, diambil kesimpulan bahwa terdapat pengaruh penggunaan model pembelajaran example non example dengan hasil belajar ekonomi siswa Madrasah Aliyah Negeri 4 Kampar Kabupaten Kampar.
Kata Kunci : Example Non Example, Hasil Belaja
IDENTIFIKASI HASIL PENGELASAN PADA LAMBUNG KAPAL TERHADAP KESELAMATAN DI MV. SHANTHI INDAH
Full text linkABSTRAKSI
Muhammad Habib Prianggodo NIT. 52155837.T, 2019 “Identifikasi Pengaruh Pengelasan pada Lambung Kapal terhadap Keselamatan di MV. Shanthi Indah”, Program Diploma IV, Teknika, Politeknik Ilmu Pelayaran Semarang, Pembimbing I : Achmad Wahyudiono, M.M, M.Mar.E dan Pembimbing II : Vega Fonsula Andromeda, S.ST, S.Pd, M.Hum.
Untuk mengetahui dan menyadari besarnya peranan pengelasan diatas kapal dalam perbaikan dan perawatan untuk kelancaran pengoperasian kapal, maka dalam penulisan skripsi ini menguraikan tentang bagaimana, “Identifikasi hasil Pengelasan pada Lambung Kapal terhadap Keselamatan di MV. Shanthi Indah”, namun pelaksanaan pengelasan diatas kapal dapat menimbulkan bahaya yang serius bila tidak dilakukan dengan benar, karena pekerjaan pengelasan merupakan salah satu hot work yang dapat menimbulkan bahaya kebakaran yang bisa mengancam keselamatan jiwa seluruh awak kapal dan keselamatan kapal itu sendiri.
Metode yang digunakan dalam skripsi ini adalah metode Fish Bone dan FTA (Fault Tree Analysis) sebagai metode untuk menentukan faktor permasalahan dan mencari cara penyelesaian permasalahan. Adapun rumusan masalah dari penelitian ini adalah : faktor-faktor apa sajakah yang mempengaruhi hasil pengelasan pada lambung kapal di MV. Shanthi Indah, apakah dampak yang ditimbulkan dari hasil pengelasan terhadap keselamatan di MV. Shanthi Indah, serta bagaimana upaya mengatasi permasalahan pada hasil pengelasan terhadap keselamatan di MV. Shanthi Indah.
Berdasarkan hasil penelitian ini disimpulkan bahwa faktor yang mempengaruhi hasil pengelasan pada lambung kapal ada 3 (Manusia, Peralatan, dan Tempat Pengelasan). Bahaya yang timbul pada pemakaian elektroda terhadap kualitas sambungan adalah hasil pengelasan tidak sempurna, cacat, dan untuk mengetahui kualitas pengelasan. Upaya yang dilakukan adalah dengan pemberian kursus dan pelatihan-pelatihan pengelasan, mengoptimalkan sarana dan prasarana peralatan pengelasan serta pembersihan pada benda kerja dan lokasi pengerjaan.
Muhammad Habib Prianggodo NIT. 52155837.T, 2019 " Identification of the results of Welding on the Hull of the Safety of the MV. Shanthi Indah ", Diploma IV Program, Technical, Merchant Marine Polytechnic Semarang, Advisor I : Achmad Wahyudiono, M.M, M.Mar.E and Advisor II : Vega Fonsula Andromeda, S.ST, S.Pd, M.Hum.
To find out and realize the magnitude of the role of welding on board in repairs and maintenance for the smooth operation of the ship, in writing this thesis describes how, " Identification of the results of Welding on the Hull of the Safety of the MV. Shanthi Indah", but the implementation of welding on board can pose a serious danger if it is not done properly, because welding work is one of the hot work that can cause a fire hazard that can threaten the life safety of the entire crew and the safety of the ship itself.
The method used in this thesis is the Fish Bone and FTA (Fault Tree Analysis) method as a method for determining the problem factors and finding ways to solve the problem. The formulation of the problem of this research are: what factors influence the welding results on the hull of the MV. Shanthi Indah, what is the impact of welding on safety in MV. Shanthi Indah, and how to overcome the problems in the results of welding of safety in the MV. Shanthi Indah.
Based on the results of this study it was concluded that there were 3 factors influencing welding results in the hull of the ship (Human, Equipment and Welding Place). Dangers arising from the use of electrodes to the quality of the connection is the result of imperfect welding, defects, and to find out the welding quality. Efforts are being made by providing welding courses and training, optimizing welding equipment and infrastructure and cleaning of workpieces and work sites
Going Beyond Counting First Authors in Author Co-citation Analysis
Full text linkThe present study examines one of the fundamental aspects of author co-citation analysis (ACA) - the way co-citation
counts are defined. Co-citation counting provides the data on which all subsequent statistical analyses and mappings
are based, and we compare ACA results based on two different types of co-citation counting - the traditional type that
only counts the first one among a cited work's authors on the one hand and a non-traditional type that takes into
account the first 5 authors of a cited work on the other hand. Results indicate that the picture produced through this non-traditional author co-citation counting contains more coherent author groups and is therefore considerably clearer. However, this picture represents fewer specialties in the research field being studied than that produced through the traditional first-author co-citation counting when the same number of top-ranked authors is selected and analyzed. Reasons for these effects are discussed
PENCEGAHAN PENCEMARAN MINYAK PADA SAAT BONGKAR MUAT DI ATAS KAPAL MT. BULL SULAWESI
Full text linkABSTRAKSI
Muhammad Habib Luksi, 2017, NIT: 49124453. N,”Pencegahan Pencemaran Minyak Pada Saat Bongkar Muat Di Atas Kapal MT. Bull Sulawesi,
Pembimbing (I): Capt. Eko Murdiyanto, M. Pd., M. Mar (II) : Achmad Wahyudiono, M. M., M. Mar E
Proses pencegahan pencemaran minyak di kapal sampai saat ini belum optimal. Dengan dasar ini penulis merumuskan mengapa terjadi tumpahan minyak pada saat kegiatan bongkar muat dan mengapa pencegahan pencememaran minyak di MT Bull Sulawesi tidak optimal. Penelitian ini dilakukan peda saat praktek laut selama 12 bulan di MT. Bull Sulawesi, salah satu kapal crude oil tanker yang dioperasikan oleh PT. Gemilang Bina Lintas Tirta bagian dari PT. Berlian Laju Tanker. Metodologi yang digunakan adalah berupa pendekatan terhadap obyek observasi, wawancara dan data-data yang berhubungan dengan proses penanganan pencemaran minyak di kapal.
Berdasarkan hasil penelitian yang dilakukan kegiatan bongkar muat di kapal belum sesuai prosedur, ditemukan masalah yang menyebabkan terjadinya tumpahan minyak ketika bongkar muat yaitu kondisi reduser manifold yang tidak sesuai standar, gasket manifold yang sudah tidak layak pakai, dan PV valve yang macet ketika tekanan dalam tanki tinggi. Maintenance dan pengecekan berkala terhadap alat-alat ini harus dilakukan dengan benar agar proses bongkar muat berjalan lancar dan aman. Kemudian tindakan pencegahan pencemaran minyak di atas kapal juga belum optimal. Kondisi oil spill equipment yang tidak layak pakai, awak kapal kurang memahami tugas masing-masing yang tertera dalam SOPEP, awak kapal kurang disiplin dalam penanganan tumpahan minyak.
Dalam hal ini disimpulkan tindakan pencegahan pencemaran tumpahan minyak terkendala karena oil spill equipment tidak layak pakai, awak kapal kurang disiplin, kurang pemahaman dan penanganan yang tidak sesuai sijil. Adapun saran penulis adalah pengadaan stok oil spill equipment baru, dengan demikian pelaksanaan proses bongkar muat dapat berjalan dengan lancar dan kecelakaan yang dapat mengakibatkan pencemaran dapat dihindarkan.
Kata kunci : Pencegahan, pencemaran minyak, proses bongkar muat
Penelitian Tindakan Kelas
Full text linkABSTRACT Muhammad Habib Mardian. K4614060. "THE APPLICATION OF COOPERATIVE LEARNING TYPE OF "TGT" (TEAMS GAMES TOURNAMENT) MODEL TO IMPROVE THE LEARNING RESULT / OUTCOMES OF PLAYING FOOTBALL IN STUDENTS OF CLASS VII A MTs. N 10 NGAWI IN THE ACADEMIC YEAR OF 2017/2018" Thesis of Teacher Training and Education faculty. Sebelas Maret University Surakarta. May 2018. The purpose of this study is to improve the learning outcomes the game of football in students of class VII MTs. N 10 Ngawi Academic Year 2017/2018 through the implementation of cooperative learning model type TGT (Teams Games Tournament). This research is a Classroom Action Research (PTK). This study was conducted in two cycles, with each cycle consisting of planning, execution, observation and reflection. Subjects in Action Research This class is a class VII A MTs N 10 Ngawi of twenty eight (28) students. Sources of data in this study came from teachers, learners and researchers. The technique of data collection is by observation, assessment and documentation. Data validity using data triangulation technique. Data analysis using descriptive technique based on qualitative analysis with percentage. From the results of data analysis obtained increased learning outcomes to play football in the cycle I declared complete reach 57.14% or as many as 16 learners from 28 learners. Improvement of learning result of game of soccer also happened at cycle II with percentage equal to 82.14% or as many as 23 learners which belong to complete criterion with KKM 70.00 and 5 other learners belonging in unfinished category. Based on the research results can be concluded that: the application of Cooperative Learning type TGT (Teams Games Tournament) model can Improve the outcomes Learning to Play football of students On Class VII A MTs. N 10 Ngawi in the Academic Year 2017/2018. Keywords: Learning Outcomes, Playing Football, Application of Cooperative Learning Model TGT Type (Teams Games Tournament
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