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class="node node-page clearfix" about="/use-cases-and-additional-resources" typeof="foaf:Document"> <span property="dc:title" content="Use Cases and Additional Resources" class="rdf-meta element-hidden"></span><span property="sioc:num_replies" content="0" datatype="xsd:integer" class="rdf-meta element-hidden"></span> <div class="content"> <div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><h1 class="mt-4">Use Cases and Testimonials</h1> <p><strong>See first-hand how researchers, scientists, and engineers around the world are using the IEEE DataPort platform to advance their research.聽</strong></p> </div></div></div> </div> <ul class="links inline"><li class="statistics_counter first last"><span>19756 reads</span></li> </ul> </div> </div> </div> <div id="block-views-case-studies-block" class="block block-views"> <div class="content"> <div class="view view-case-studies view-id-case_studies view-display-id-block view-dom-id-f52b967d60b37a31b3b41b4de127ee8a"> <div class="view-content row"> <div> <article about="/content/using-datasets-develop-automated-plant-disease-detection-systems" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/using-datasets-develop-automated-plant-disease-detection-systems"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/Pandarasamy-Environment.jpg?itok=k1L49Y3L" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Using Datasets to Develop Automated Plant Disease Detection Systems</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded">Pandarasamy developed and open sourced the dataset to enable the development of efficient and robust paddy disease diagnosis systems. His dataset can be used to experiment and implement computer vision models to identify the type of disease present in leaf images. </div></div></div><a href="https://ieee-dataport.org/content/using-datasets-develop-automated-plant-disease-detection-systems">Read testimonial</a> </div> </article> </div> <div> <article about="/content/collecting-lung-sound-signals-track-air-pollution-and-teach-machine-learning-algorithms" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/collecting-lung-sound-signals-track-air-pollution-and-teach-machine-learning-algorithms"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/Julio-Health-Sciences.jpg?itok=Cp0axI5k" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Collecting Lung Sound Signals to Track Air Pollution and Teach Machine Learning Algorithms</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded">The datasets can be applied to intelligent systems in machine learning and deep learning to recognize and classify normal signals of lung sounds from healthy subjects.</div></div></div><a href="https://ieee-dataport.org/content/collecting-lung-sound-signals-track-air-pollution-and-teach-machine-learning-algorithms">Read testimonial</a> </div> </article> </div> <div> <article about="/content/lviv-professor-uses-ieee-dataport-upload-social-media-datasets-identifying-propaganda" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/lviv-professor-uses-ieee-dataport-upload-social-media-datasets-identifying-propaganda"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/Solomia-General.jpg?itok=hhoKw7BV" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Lviv Professor Uses IEEE DataPort to Upload Social Media Datasets Identifying Propaganda</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded">The dataset examines manipulation and propaganda of information during the Russian-Ukrainian war. The dataset contains text posts from social media networks popular among Russian-speaking people. </div></div></div><a href="https://ieee-dataport.org/content/lviv-student-uses-ieee-dataport-upload-social-media-datasets-identifying-propaganda">Read testimonial</a> </div> </article> </div> <div> <article about="/content/uploading-dataset-ieee-dataport-advance-machine-learning-algorithms" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/uploading-dataset-ieee-dataport-advance-machine-learning-algorithms"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/Francesca-machine-Learning.jpg?itok=ptp_Ju2J" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Uploading Dataset to IEEE DataPort to Advance Machine Learning Algorithms</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded">This data is contributing to the advancement of Wi-Fi-enabled sensors and algorithms to detect human activity.</div></div></div><a href="https://ieee-dataport.org/content/uploading-dataset-ieee-dataport-advance-machine-learning-algorithms">Read testimonial</a> </div> </article> </div> <div> <article about="/content/ieee-dataport-provides-more-insight-problem-solving" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/ieee-dataport-provides-more-insight-problem-solving"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/Dataset%20Cover_1_0.JPG?itok=I_yBanjt" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>IEEE DataPort Provides More Insight for Problem Solving</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded">My dataset is a valuable resource for all researchers. It provides a compilation listing of reputable journals indexed by Scopus, Web of Science, and the Directory of Open Access Journals (DOAJ) with metadata about each listed journal. </div></div></div><a href="https://ieee-dataport.org/content/ieee-dataport-provides-more-insight-problem-solving">Read testimonial</a> </div> </article> </div> <div> <article about="/content/sharing-ai-data-through-ieee-dataport" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/sharing-ai-data-through-ieee-dataport"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/EMG_0_0.png?itok=CqcWwELm" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Sharing AI Data through the IEEE DataPort</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded">In my dataset, I gathered EMG signals or ocular myoelectric activity during eye movements via four electrode sensors. The study collected data from ten subject who performed pseudo-random repetitions of common eye movements.</div></div></div><a href="https://ieee-dataport.org/content/sharing-ai-data-through-ieee-dataport">Read testimonial</a> </div> </article> </div> <div> <article about="/content/reaching-broader-community-ieee-dataport" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/reaching-broader-community-ieee-dataport"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/place-hashtag_0.png?itok=UCxHlOP0" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Reaching a Broader Community with IEEE DataPort</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded">COVID-19 has undoubtedly affected the entire world. My dataset, which was developed based on the work of the GeoCOV19Tweets Dataset, is a network analysis of data from Twitter, extracting relationships between a geolocation and the hashtags used in tweets. </div></div></div><a href="https://ieee-dataport.org/content/reaching-broader-community-ieee-dataport">Read testimonial</a> </div> </article> </div> <div> <article about="/content/increasing-exposure-sentiment-analysis-hotel-reviews" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/increasing-exposure-sentiment-analysis-hotel-reviews"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/data_0.JPG?itok=bGASs3z0" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Increasing Exposure for a Sentiment Analysis of Hotel Reviews</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>IEEE DataPort provides global exposure for this researcher鈥檚 data on a system for recommending hotels based on a sentiment analysis of reviews, which has led to reproducible research.</p> </div></div></div><a href="https://ieee-dataport.org/why-ieee-dataport/increasing-exposure-through-ieee-dataport">Read testimonial</a> </div> </article> </div> <div> <article about="/content/expediting-data-collection-predict-coronavirus-outbreaks-ieee-dataport" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/expediting-data-collection-predict-coronavirus-outbreaks-ieee-dataport"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/DATA%20Image_0_0.jpg?itok=GVYlzu2r" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Expediting Data Collection to Predict Coronavirus Outbreaks with IEEE DataPort</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>Researchers in Turkey are significantly reducing the time and resources required for data collection by using IEEE DataPort to store their research on predicting Coronavirus cases in Turkey by analyzing Tweets.</p> </div></div></div><a href="https://ieee-dataport.org/open-access/corona-virus-covid-19-turkish-tweets-dataset-0">Read testimonial</a> </div> </article> </div> <div> <article about="/content/gaining-citations-and-accessing-quality-research-data-classify-crisis-related-tweets" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/gaining-citations-and-accessing-quality-research-data-classify-crisis-related-tweets"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/twitter-2170426_640_0.png?itok=fw1jW4do" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Gaining Citations and Accessing Quality Research Data to Classify Crisis-Related Tweets</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>With the IEEE DataPort platform, this researcher in New Delhi is gaining citations and direct connections with other researchers regarding his research on rapidly analyzing and classifying crisis-related Tweets.</p> </div></div></div><a href="https://ieee-dataport.org/why-ieee-dataport/rapidly-analyzing-and-classifying-crisis-related-tweets">Read testimonial</a> </div> </article> </div> <div> <article about="/content/platform-affordable-and-stable-data-storage-human-activity-recognition" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/platform-affordable-and-stable-data-storage-human-activity-recognition"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/cover%20dataset_0_0.png?itok=ek9RmU3l" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>A Platform for Affordable and Stable Data Storage for Human Activity Recognition</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>In Romania, this researcher used the IEEE DataPort platform for affordable and stable data storage for her research on fusion mechanisms for human activity recognition using automated machine learning.</p> </div></div></div><a href="https://ieee-dataport.org/why-ieee-dataport/fusion-mechanisms-human-activity-recognition-using-automated-machine-learning">Read testimonial</a> </div> </article> </div> <div> <article about="/content/using-ieee-dataport-gain-exposure-photovoltaic-research" typeof="sioc:Item foaf:Document" class="ds-2col node node-testimonial node-teaser view-mode-teaser mb-4 clearfix"> <div class="group-left col-3"> <div class="field field-name-field-image field-type-image field-label-hidden"><div class="field-items"><div class="field-item even"><a href="/content/using-ieee-dataport-gain-exposure-photovoltaic-research"><img typeof="foaf:Image" src="https://ieee-dataport.org/sites/default/files/styles/home/public/dataset_4_0_0.png?itok=du6_zlBd" width="400" height="300" alt="" /></a></div></div></div> </div> <div class="group-right col-9"> <div class="field field-name-title field-type-ds field-label-hidden"><div class="field-items"><div class="field-item even" property="dc:title"><h4>Using IEEE DataPort to Gain Exposure for Photovoltaic Research</h4></div></div></div><div class="field field-name-body field-type-text-with-summary field-label-hidden"><div class="field-items"><div class="field-item even" property="content:encoded"><p>This researcher on behalf of the U.S. Department of Energy used the IEEE DataPort platform to gain exposure for his research on detecting corrupt or abnormal data in grid-tied photovoltaic plants.聽</p> </div></div></div><a href="https://ieee-dataport.org/why-ieee-dataport/detecting-corrupt-or-abnormal-data-grid-tied-photovoltaic-plants">Read testimonial</a> </div> </article> </div> </div> <ul class="pager pager--infinite-scroll "> <li class="pager__item"> </li> </ul> </div> </div> </div> </div> </div> <div class="col-lg-3 col-12 my-3"> <div class="region region-sidebar-second"> <div 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