2,517 research outputs found
Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response
No full textThe crisis image benchmark dataset consists data from several data sources such as CrisisMMD, data from AIDR and Damage Multimodal Dataset (DMD). The purpose of this work was to develop a consolidated dataset, create non-overlapping train/dev/test set and provide a benchmark results for the community.
We propose new datasets for disaster type detection, and informativeness classification, and damage severity assessment. Moreover, we relabel existing publicly available datasets for new tasks. We identify exact- and near-duplicates to form non-overlapping data splits, and finally consolidate them to create larger datasets. In our extensive experiments, we benchmark several state-of-the-art deep learning models and achieve promising results. We release our datasets and models publicly, aiming to provide proper baselines as well as to spur further research in the crisis informatics community.
https://crisisnlp.qcri.org/crisis-image-datasets-asonam20
The labels in the dataset for different tasks are as follows:
Task 1: Disaster types
Earthquake
Fire
Flood
Hurricane
Landslide
Not disaster
Other disaster
Task 2: Informativeness
Informative
Not informative
Task 3: Humanitarian categories
Affected, injured, or dead people
Infrastructure and utility damage
Not humanitarian
Rescue volunteering or donation effort
Task 4: Damage severity
Little or none
Mild
Severe
Please cite the following papers, if you use any of these resources in your research.
Firoj Alam, Ferda Ofli, Muhammad Imran, Tanvirul Alam, Umair Qazi, Deep Learning Benchmarks and Datasets for Social Media Image Classification for Disaster Response, In 2020 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2020. [Bibtex]
Firoj Alam, Ferda Ofli, and Muhammad Imran, CrisisMMD: Multimodal Twitter Datasets from Natural Disasters. In Proceedings of the 12th International AAAI Conference on Web and Social Media (ICWSM), 2018, Stanford, California, USA. [Bibtex]
Hussein Mozannar, Yara Rizk, and Mariette Awad, Damage Identification in Social Media Posts using Multimodal Deep Learning, In Proc. of ISCRAM, May 2018, pp. 529–543.
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CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing
No full textThe CrisisBench dataset consists data from several different data sources such as CrisisLex (CrisisLex26, CrisisLex6), CrisisNLP, SWDM2013, ISCRAM13, Disaster Response Data (DRD), Disasters on Social Media (DSM), CrisisMMD and data from AIDR. The purpose of this work was to map the class label, remove duplicates and provide a benchmark results for the community.
Class labels
Informative vs not-informative:
Informative
Not informative
Humanitarian categories
Affected individual
Caution and advice
Displaced and evacuations
Donation and volunteering
Infrastructure and utilities damage
Injured or dead people
Missing and found people
Not humanitarian
Requests or needs
Response efforts
Sympathy and support
https://crisisnlp.qcri.org/crisis_datasets_benchmarks.html
https://github.com/firojalam/crisis_datasets_benchmarks
Please cite the following papers if you use any of these resources in your research.
Firoj Alam, Hassan Sajjad, Muhammad Imran and Ferda Ofli, CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing, In ICWSM, 2021.
Firoj Alam, Ferda Ofli and Muhammad Imran. CrisisMMD: Multimodal Twitter Datasets from Natural Disasters. In Proceedings of the International AAAI Conference on Web and Social Media (ICWSM), 2018, Stanford, California, USA.
Muhammad Imran, Prasenjit Mitra, and Carlos Castillo: Twitter as a Lifeline: Human-annotated Twitter Corpora for NLP of Crisis-related Messages. In Proceedings of the 10th Language Resources and Evaluation Conference (LREC), pp. 1638-1643. May 2016, Portorož, Slovenia.
A. Olteanu, S. Vieweg, C. Castillo. 2015. What to Expect When the Unexpected Happens: Social Media Communications Across Crises. In Proceedings of the ACM 2015 Conference on Computer Supported Cooperative Work and Social Computing (CSCW '15). ACM, Vancouver, BC, Canada.
A. Olteanu, C. Castillo, F. Diaz, S. Vieweg. 2014. CrisisLex: A Lexicon for Collecting and Filtering Microblogged Communications in Crises. In Proceedings of the AAAI Conference on Weblogs and Social Media (ICWSM'14). AAAI Press, Ann Arbor, MI, USA.
Muhammad Imran, Shady Elbassuoni, Carlos Castillo, Fernando Diaz and Patrick Meier. Extracting Information Nuggets from Disaster-Related Messages in Social Media. In Proceedings of the 10th International Conference on Information Systems for Crisis Response and Management (ISCRAM), May 2013, Baden-Baden, Germany.
Muhammad Imran, Shady Elbassuoni, Carlos Castillo, Fernando Diaz and Patrick Meier. Practical Extraction of Disaster-Relevant Information from Social Media. In Social Web for Disaster Management (SWDM'13) - Co-located with WWW, May 2013, Rio de Janeiro, Brazil.
https://appen.com/datasets/combined- disaster-response-data/
https://data.world/crowdflower/disasters- on-social-media
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IPTEK BAGI MASYARAKAT (IbM) MESJID ALI-IMRAN GRIYA ALAM PERMAI
Full text linkIPTEK BAGI MASYARAKAT (IbM) MESJID ALI-IMRAN GRIYA ALAM PERMA
SYNTHESIS AND CHARACTERIZATION OF RU(II) COMPLEXES BEARING BIPHEP-TYPE LIGANDS AND A CHELATING PHOSPHINE-BROMOARENE LIGAND
No full text(Statement of Responsibility) by Imran Alam(Thesis) Thesis (B.A.) -- New College of Florida, 2023(Bibliography) Includes bibliographical references.This bibliographic record is available under the Creative Commons CC0 public domain dedication. The New College of Florida Libraries, as creator of this bibliographic record, has waived all rights to it worldwide under copyright law, including all related and neighboring rights, to the extent allowed by law.Faculty Sponsor: Black, Rebecc
Bifurcation Analysis of Homogeneous-Heterogeneous Combustion
No full textWe present theory and comprehensive bifurcation analysis of thermally coupled homogeneous-heterogeneous combustion of propane and methane in short monolith, fibermat or gauze type reactors with a focus on the dependence of the ignition, extinction, hysteresis, double and boundary limit loci on the various design and operating parameters. We analyze the impact of inlet fuel mole fraction, inlet temperature, residence time and channel hydraulic radius on the relative position of the homogeneous and catalytic ignition and extinction points and identify the parameter regions in which either catalytic or homogeneous reaction dominates. We also identify the regions in which catalytic ignition leads either to an intermediate branch on which the homogeneous reaction rate is negligible or directly to a high conversion and temperature state thereby facilitating homogeneous ignition. For the case of methane oxidation, we examine both the lean and rich feeds with the operating pressure as the bifurcation variable and compare the predicted results with available experimental data and numerical simulations using detailed CFD models.
We then study the impact of the Lewis number, 〖Le〗_f (thermal diffusivity of the reaction mixture to the molecular diffusivity of the limiting reactant) and the Peclet numbers on the maximum temperature attained for coupled homogeneous-heterogeneous combustion process in a parallel plate reactor using one, two and three-dimensional models. For the case of 1-D models, we find that the maximum temperature never exceeds the adiabatic value for physically consistent boundary conditions. For 2-D models, we find that for 〖Le〗_f1, contrary to some literature claims, the peak temperature never exceeds the adiabatic value, though the temperature can be non-monotontic across the channel. We show that 3-D solutions can bifurcate either from 1-D or 2-D solutions irrespective of the value of the Lewis number. The implications of these observations for catalyst and process design in systems in which both homogeneous and catalytic reactions occur are discussed.Portions of this document appear in: Alam, Imran, David H. West, and Vemuri Balakotaiah. "Bifurcation analysis of thermally coupled homogeneous–heterogeneous combustion." Chemical Engineering Journal 280 (2015): 293-315. DOI: 10.1016/j.cej.2015.05.084. And in: Alam, Imran, David H. West, and Vemuri Balakotaiah. "Transport effects on pattern formation and maximum temperature in homogeneous–heterogeneous combustion." Chemical Engineering Journal 288 (2016): 99-115.
DOI: 10.1016/j.cej.2015.11.053.Chemical and Biomolecular Engineering, Department o
Shah Alam on BBC Asian Network. How to get Bangladeshi men talking about mental health. 11 May 2021. BBC
No full textBangladeshi men have been hit hard by the pandemic – in terms of higher death rates compared to other communities, shut down industries and job losses. But with lockdown easing, many fear that the impact of the pandemic on their mental health may be overlooked.
Imran Khan lost his father earlier this year to coronavirus. While he reached out to this GP for support, other Bangladeshi men are less likely to do so, says psychologist Shah Alam. He believes Islam could play a key role in getting men to open up and reducing the stigma around mental health issues. Imam Sheikh Abdullah Hasan has been exploring this – he has been providing mental health toolkits to more than 200 imams and scholars around the UK
Rate-latency optimization for NB-IoT with adaptive resource unit configuration in uplink transmission
Full text linkNarrowband Internet of Things (NB-IoT) is a cellular IoT communication technology standardized by 3rd Generation Partnership Project (3GPP) for supporting massive machine type communication and its deployment can be realized by a simple firmware upgrade on existing long term evolution (LTE) networks. The NB-IoT requirements in terms of energy efficiency, achievable rates, latency, extended coverage, make the resource allocation, in a limited bandwidth, even a more challenging problem w.r.t. to legacy LTE. The allocation, done with subcarrier (SC) granularity in NB-IoT, should maintain adequate performance for the devices while keeping the power consumption as low as possible. Nevertheless, the optimal solution of the resource allocation problem is typically unfeasible since nonconvex, NP-hard and combinatorial because of the use of binary variables. In this article, after the formulation of the optimization problem, we study the resource allocation approach for NB-IoT networks aiming to analyze the tradeoff between rate and latency. The proposed suboptimal algorithm allocates radio resource (i.e., SCs) and transmission power to the NB-IoT devices for the uplink transmission and the performance is compared in terms of latency, rate, and power. By comparing the proposed allocation to a conventional round robin (RR) and to a brute-force approach, we can observe the advantages of the formulated allocation problem and the limited loss of the suboptimal solution. The proposed algorithm outperforms the RR by a factor 2 in terms of spectral efficiency and, moreover, the study includes techniques that reduce the dropped packets from 29% to 1.6%
[Muhammad Basiuni Imran: His Role in Propagating The Superiority of Islam in Sambas, West Kalimantan] Muhammad Basiuni Imran: Peranannya dalam Menegakkan Syiar Islam di Sambas, Kalimantan Barat
Full text linkAbstract
Religious scholars in the Malay World play a crucial role in propagating the greatness of Islam and socially transforming the Malay community in the region. Their contributions in the religious, educational, political, and social fields have brought immense impacts towards civilizational excellence. One such scholar who contributed enormously to the Malay world, especially in West Kalimantan, is Muhammad Basiuni Imran. He became known to the people of the Archipelago when he often asked questions to the al-Manar magazine published by his teacher, Muhammad Rashid Rida. Thus, this paper aims to explain his life background, education, and relationship with Muhammad Rashid Rida. His role in resolving issues concerning Friday prayers and talkin and his dakwah activities in Sambas are also discussed. This qualitative study used the biographical study design. Research data were obtained from written documents including books, journals, manuscripts, conference articles, and theses. Data were also obtained through interviews and observations conducted in Sambas, West Kalimantan. Results show that Muhammad Basiuni Imran used a realistic approach in accordance with the customs and situation of the West Kalimantan community, especially in Sambas, in resolving religious issues. His role in strengthening the Islamic dakwah is evidenced by the Islamisation of the Dayaks in Sambas. This study is expected to elevate the position of scholars and Muhammad Basiuni Imran’s contribution to the ummah’s development. In addition, this paper will enrich the written materials on Islamic prominent figures and reform movements in the Malay realm.
Keywords: Muhammad Basiuni Imran, West Kalimantan, Islamic Growth
Abstrak
Para ulama di Alam Melayu memainkan peranan penting dalam perkembangan syiar agama Islam dan transformasi sosial masyarakat Melayu di rantau ini. Sumbangan mereka yang meliputi bidang agama, pendidikan, politik, sosial dan lain-lain memberikan kesan yang besar ke arah kecemerlangan ketamadunan. Salah seorang ulama yang memberikan sumbangan besar kepada Alam Melayu khususnya di Kalimantan Barat ialah Muhammad Basiuni Imran. Nama beliau mula dikenali oleh masyarakat Nusantara apabila sering mengemukakan persoalan kepada majalah al-Manar yang diterbitkan oleh guru beliau, Muhammad Rashid Rida. Justeru, makalah ini bertujuan menjelaskan latar belakang kehidupan, pendidikan serta hubungan beliau dengan Muhammad Rashid Rida. Turut dibincangkan ialah peranan beliau dalam menyelesaikan isu berkaitan solat Jumaat dan talkin serta kegiatan dakwah yang dijalankan di Sambas. Kajian ini bersifat kualitatif dengan menggunakan reka bentuk kajian biografi. Data kajian diperoleh melalui dokumen bertulis seperti buku, jurnal, manuskrip, artikel persidangan, tesis dan sebagainya. Data juga diperoleh melalui temu bual dan pemerhatian yang dijalankan di Sambas, Kalimantan Barat. Hasil kajian mendapati Muhammad Basiuni Imran telah menggunakan pendekatan yang realistik dan sesuai dengan adat dan situasi masyarakat di Kalimantan Barat khususnya di Sambas dalam menyelesaikan isu-isu agama. Peranan Muhammad Basiuni Imran dalam memperkasakan dakwah Islamiah pula dapat dilihat melalui pengislaman kaum Dayak di Sambas. Kajian ini diharapkan dapat memartabatkan ulama dan sumbangan Muhammad Basiuni Imran terhadap pembangunan ummah. Selain itu, penulisan ini akan memperkayakan lagi bahan-bahan penulisan berkaitan tokoh dan gerakan pembaharuan Islam di Alam Melayu.
Kata kunci: Muhammad Basiuni Imran, Kalimantan Barat, Perkembangan Isla
Rancang Bangun Sewa Kontrak Kios Pasar Dempo Permai Kota Pagar Alam Berbasis Web
Full text linkCurrently the progress of Information and Communication Technology has been adapted by various government agencies or private, one of the technology that can be used is web, government have used this technology for e-government. The Office of Industry, Trade and SME of Kota Pagar Alam that runs the Market through the Technical Implementation Unit of the Service gives the right to rent at Pasar Dempo Pagar Alam. During this time if there is an empty kiosk, prospective tenants come to the clerk for confirmation and lease submission process. To simplify the management and lease submission process, an application is needed that can facilitate the officer and prospective tenants to interact, while the application will be built is web-based. The purpose of this study design application in the sense of translating the results of the analysis into the form of software packages later Create the system or improve the existing system. To make the proposed system the author uses the steps of Customer Communication, planning, modeling, construction and deployment
AL-MUNADA DALAM AL-QURAN SURAT ALI „IMRAN, AN-NISA‟ DAN AL-MAIDAH
No full textSkripsi ini berjudul Al-Munada dalam Al-Quran Surat Ali „Imran, An-Nisa‟ dan Al-Maidah (Studi Analisis Sintaksis). Masalah dalam penelitian ini yaitu (1) Apa jenis munada yang terdapat dalam Al-Quran Surat Ali „Imran, An-Nisa‟ dan Al-Maidah?, (2) Apa faedahmunada yang terdapat dalam Al-Quran Surat Ali „Imran, An-Nisa‟ dan Al-Maidah?. Tujuan penelitian ini yaitu (1) Mendiskripsikan jenis munada yang terdapat dalam Al-Quran Surat Ali „Imran, An-Nisa‟ dan Al-Maidah., (2) Mendiskripsikan faedahmunada yang terdapat dalam Al-Quran Surat Ali Imran, An-Nisa‟ dan Al-Maidah. Penelitian ini merupakan penelitian kualitatif. Peneliti menggunakan desain penelitianlibrary research.Data dalam penelitian ini adalah munada dalam Al-Quran Surat Ali „Imran, An-Nisa‟ dan Al-Maidah.Sumber data dalam penelitian ini adalah Al-QuranSurat Ali „Imran, An-Nisa‟ dan Al-Maidah. Melalui penelitian ini peneliti menemukan 85munada yang terdapat dalam Al-QuranSurat Ali „Imran, An-Nisa‟ dan Al-Maidah.Munadatersebut terdiri dari 7 munada mufrad alam, semuanya berfaedah mengagungkan, lafaz yang ditemukan: زًََْٛ ٌَُٜا ada 4, عِْٜظ َٜٗا ada 1, َٛا طًَُْٖ٘ ada 2. Pada 26 munada mudhaf, ada yang berfaedah mengagungkan dan merendahkan, lafaz yang ditemukan: رَةَّ اَِ ada 13, َٛا هلِذَاا ada 12, َٛا ةَ ِِْٚ اِطْزَآءِْٛن ada 1. Pada 9 munada yang di-mudhaf-kan kepada ya‟ mutakallim, ada yang berfaedah mengagungkan, merendahkan dan penyesalan lafaz yang ditemukan: را بِّ ada 6, َٛا
ىْٖ ada 2, َٛا َْٕٛوَذَ٘ ada 1. Pada 39 munada al-muchalla bi al, semuanya berfaedah mengagungkan, lafaz yang ditemukan: اهوّ ئُ ada 1, َٛا
ُّٛ أَاهَّذِْٛ اَِٰ اًَُِْٖ ada 32, َٛا ُّٛ أَاهَّذِْٛ اُ دُٕ اٖاهْلِذَاا ada 1, َٛا ُّٛ أَ
اه اَِّص ada 3, َٛا ُّٛ أَاهزَّطُ مُْٖ ada 2. Pada 3 munada na‟at man‟utsemuanya berfaedah mengagungkan, lafaz yang ditemukan: اةْ زًََْٛ عٌَِْٜظَ َٜٗا ada 3. Pada 1 munada tamanni, berfaedah tamanni, lafaz yang ditemukan: َٛاهَْٜذَ ِِٚ ada 1
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