The research seeks to Smart Harvest Market size and future growth potential across various segments, including deployment modes, end users, and geographic locations. The base year used to Smart Harvest Market size ranges from 2023 to 2029. The secondary ...

Smart Harvest Market Size, Explosive Growth Opportunity, Regional Analysis 2020-2029

Tempered Coatings Market 2023 research provides accurate economic, global, and country-level predictions and analyses. It provides a comprehensive perspective of the competitive market as well as an in-depth supply chain analysis to assist businesses in ...

Tempered Coatings Market Current Trends, Future Aspect Analysis 2023-2029

The Text Mining Software Market is the sector of the economy concerned with the design, manufacture, marketing, and sale of Text Mining Software products or services. It includes a range of ...

Text Mining Software Market Size & Scope Trends By Key Players-Texifter, Mozenda, UCrawler

The Global Spa Hotel market report exhibits comprehensive information that is a valuable source of insightful data for business strategists during the decade 2023-2029. This is an extensive report which offers industry analysis with a historical ...

Spa Hotel Market 2023 Size, Status, Global Demands and Top Manufacturers- Marriott International, Hilton, Jinjiang International, Hyatt, Four Seasons

It further aims at revealing the sales and revenue of key organizations. Top Companies Covered in the Report: Texifter, Mozenda, UCrawler, Keatext, Crimson Hexagon, Warwick Analytics, Oxcyon, IBM, InMoment, CX MOMENTS, Provalis Research, Thematic ...

Text Mining Software Market Share, Growth Based on Business Development 2023 to 2029 – Texifter, Mozenda, UCrawler, Keatext

The global Seed Treatment Fungicides market size was valued at USD 1.71 billion in 2022 and is anticipated to grow USD 3.57 billion by 2029 at a compound annual growth rate of 8.51% from 2023-2029. A methodical approach of research and analysis is required ...

Seed Treatment Fungicides Market Size, Key Companies, Trends, Growth and Forecast to 2029 – BASF SE, Bayer Cropscience AG, Du Pont

Advance Market Analytics added research publication document on Worldwide eDiscovery solution Market breaking major business segments and highlighting wider level geographies to get deep dive analysis on market data.

eDiscovery Solution Market May Set Epic Growth Story : Microsoft, IBM, OpenText

Texifter, Allegory, Evichat, and Reductech, among others. Reports and Insights is one of the leading market research companies which offers syndicate and consulting research around the globe.

Demand For Electronic Discovery Market Size, Share | Forecast | Research | Analysis Report 2031 X Herald

The MarketWatch News Department was not involved in the creation of this content. Apr 12, 2023 (Heraldkeepers) -- New Jersey, United States The review can assist with market information and ...

Text Mining Software Market Share, Size, Financial Summaries Analysis from 2023-2030|Texifter, Mozenda, UCrawler

Chicago, March 17, 2023 (GLOBE NEWSWIRE) -- The Global eDiscovery Market size is projected to grow from USD 11.2 Billion in 2022 to USD 17.1 Billion by 2027, at a compound annual growth rate (CAGR ...

At a CAGR of 8.7% - eDiscovery Market Size Projected to Grow $17.1 billion by 2027; Report by MarketsandMarkets™

Texifter

texifter

What’s Happening? Textero.ai launches its newest version as a full AI research assistant for students. Textero.ai, known as an AI writing tool, has recently launched its updated version. Now, the tool has become a full-fledged AI research assistant, outperforming similar essay writers. The update introduces innovative features for improving the reference search and content generation for students worldwide. What Is Textero.ai? At the beginning of this year, I noticed that the popularity of AI was growing in different fields, including education. This trend inspired me to launch as a tool for academic writing. In seven months, we attracted 140,000 users. How? Textero.ai Apart from simple essay generators, our AI tool included such features as a text summarizer and reference search. But the quest for excellence never stops. An updated version, Textero.ai v.2.0. has become a comprehensive AI research assistant. It is all thanks to its expanded database of sources, custom source upload, and wider academic search with the “Ask AI” feature. You can find more of Textero.ai's customer reviews and insights about the new features on . Medium How This Will Impact the Educational Industry The launch of Textero.ai's updated version shows a broader trend in the EdTech sector. It is the shift from basic essay generators to collaboration with AI. This transformation opens the way for tools that don't just perform tasks but improve human capabilities. Using AI research and inspiration assistants, Textero.ai simplifies the process of creating research papers. It makes the task more manageable. Additionally, we’ve incorporated direct Google Doc Integration. We conduct regular surveys and understand the student’s needs. Our aim is to integrate Textero.ai into the educational process and make studying more efficient and intuitive. Final Thoughts on Textero.ai’s Transformation As the product owner of Textero.ai, I'm very proud of our journey and where we stand today. Our platform is more than just a tool. It shows how AI technologies can amplify human capabilities. But our journey continues and only becomes even more interesting. So, we invite students and researchers to explore new features. Share your thoughts in the comments, or write to me using the email provided in the contact details you receive after registration

Textero.ai: A New AI Research Assistant You Should Know About

Textero.ai: একটি নতুন এআই গবেষণা সহকারী যার সম্পর্কে আপনার জানা উচিত

Textero.ai: Ein neuer KI-Forschungsassistent, den Sie kennen sollten

Textero.ai: un nuevo asistente de investigación de IA que debes conocer

Textero.ai : un nouvel assistant de recherche en IA que vous devriez connaître

Textero.ai: एक नया AI अनुसंधान सहायक जिसके बारे में आपको जानना चाहिए

Textero.ai: 知っておくべき新しい AI 研究アシスタント

Textero.ai: 당신이 알아야 할 새로운 AI 연구 보조원

Textero.ai: um novo assistente de pesquisa de IA que você deve conhecer

Textero.ai: новый помощник по исследованию искусственного интеллекта, о котором вам следует знать

Textero.ai: Hakkında Bilmeniz Gereken Yeni Bir Yapay Zeka Araştırma Asistanı

Textero.ai: Trợ lý nghiên cứu AI mới mà bạn nên biết

Textero.ai：你应该了解的新人工智能研究助手

Anti-Bitcoin: What Does BTC Need to Be to Actually Replace Fiat?

Антыбіткойн: якім павінен быць BTC, каб фактычна замяніць Fiat?

Anti-Bitcoin: què ha de ser BTC per substituir realment Fiat?

Anti-Bitcoin: Co musí BTC být, aby skutečně nahradilo Fiat?

Anti-Bitcoin: ¿Qué necesita ser BTC para realmente reemplazar a Fiat?

אנטי ביטקוין: מה צריך BTC להיות כדי להחליף את פיאט בפועל?

反ビットコイン：BTC が実際に法定通貨に取って代わるためには何が必要なのか？

Анти-Биткойн: Fiat-ды алмаштыруу үчүн BTC эмне болушу керек?

एन्टि-बिटकोइन: वास्तवमा फिएटलाई प्रतिस्थापन गर्न BTC के हुन आवश्यक छ?

Anti-Bitcoin: Ke Eng seo BTC e Swanetšego go ba sona gore Ge e le gabotse e Tšeele Fiat Sebaka?

Anty-Bitcoin: Czym musi być BTC, żeby faktycznie zastąpić walutę fiducjarną?

Anti-Bitcoin: Ano ang Kailangan ng BTC para Tunay na Palitan ang Fiat?

Anti-Bitcoin: BTC'nin Fiat'ın Yerini Alması İçin Ne Olması Gerekiyor?

Topographical Notes

The Dangers of Facebook Marketplace

Dating apps are a growing market, with more and more options getting released and even more users joining, day in, day out. . In this slogging thread, our community discusses their views on dating apps and their future. In 2020, 270 million adults used dating apps worldwide, and by 2024, the global dating app market size is expected to exceed $8.4 billion This Slogging thread by Mónica Freitas, Elmehdi Dahbi, Melissa Brown, Sara Pinto, Jack Boreham and Cris Silva occurred in slogging's official #technology channel, and has been edited for readability. Mónica Freitas Jan 13, 2022, 11:22 AM To download or not to download: dating apps edition. In 2020, 270 million adults used dating apps worldwide. By 2024, the global dating app market size is expected to exceed $8.4 billion. What are your views on dating apps' and this market's future? Elmehdi Dahbi Jan 15, 2022, 10:53 AM Nobody can deny its growth in business terms as well as its impact on human interaction and how we handle love and relationships, but the architecture or the strategy by which they use data is unknown. Melissa Brown Jan 15, 2022, 9:57 PM I think it is a genius move in the society and world we live in. I found my partner on Hinge: 'The dating app designed to be deleted' - genius, just genius! Mónica Freitas Jan 17, 2022, 12:23 PM Elmehdi Dahbi, do you have any theory on how they base their algorithm? Mónica Freitas Jan 17, 2022, 12:24 PM Melissa Brown, Congrats! It's a rare story - at least from my experience 😅 if you don't mind me asking, were you a long-time user, or was it beginner's luck? Melissa Brown Jan 17, 2022, 12:38 PM Thanks! I had been on it for about 4/5 months before I found him, but he had only been on it a week! I never thought I would find the right person for me on an app, not gonna lie :rolling_on_the_floor_laughing: I always wanted to meet someone organically, but in this day and age that can be quite difficult! Mónica Freitas Jan 18, 2022, 11:33 AM Melissa Brown, oh, I get it! Dating apps make it both easier and harder to meet people if that makes sense - we get this immediate catalog, but to establish real connections, it can be tricky. But, like you said, doing it organically, it's not easy either. I guess he was the lucky one, getting it right on the first try 💚 good for you guys! 😊 1 Elmehdi Dahbi Jan 18, 2022, 1:55 PM Mónica Freitas, they're implementing some AI algorithms that rely on your personal preferences (data) and some psychological facts for matchmaking between users. 🔥 1 Sara Pinto Jan 18, 2022, 3:39 PM Mónica Freitas, my experience with dating apps is limited, but it's a good strategy. Our world is becoming more digital each time. If there are already apps that let us socialize, it makes sense to have one that allows us to meet others romantically. Especially, given the pandemic situation. It's a good option to be able to meet people through them when it's risky to go to gatherings. Melissa Brown Jan 19, 2022, 2:36 PM Mónica Freitas, there are definitely many benefits as mentioned, but there is a part of me that does find it a little sad that we are relying on a digital app to find our partners 🙈 -despite the fact it worked for me! I work at a hospice, I always find it so heart-warming when patients say they met their husband/wife at a dance -maybe the answer is to bring back barn dances? 😄 😂 1 Mónica Freitas Jan 19, 2022, 9:34 PM Elmehdi Dahbi, fun that you mentioned psychological facts - I get this is highly dependent on the app you're in, but an app like Tinder isn't big on getting one's personal interests, so what psychological facts do you think are being used. Mónica Freitas Jan 19, 2022, 9:34 PM Elmehdi Dahbi This reminds me of a TikTok rumor that was going around some time back, where someone claimed that the catalog of people you got on Tinder was based on an attractiveness scale within the system. I've always been suspicious about this as attractiveness is subjective. So unless it was built around one individual's preferences or a eurocentric point of view, how could you teach an algorithm to measure beauty? Mónica Freitas Jan 19, 2022, 9:37 PM Sara Pinto, that's true. The pandemic actually pushed dating apps to adopt new features like video chat to bring online dating to a new level. What do you think is missing in these dating apps (feature-wise, goal-wise, etc.)? Mónica Freitas Jan 19, 2022, 9:40 PM Melissa Brown, I share that feeling :smiling_face_with_tear: I actually have this recurrent thought about how we as kids would so quickly go up to another kid and make a new friend - just like that, in an instant; it's a bit strange how we lose/repress that ability growing up. I'm not a dancer but I'd go to a barn dance 😂 Sara Pinto Jan 20, 2022, 11:20 AM Mónica Freitas, I think it would be good if there was a feature that gave you a more oriented choice, given your goals for the use of the app, like "if you are there to make friends, here are more people looking to meet new people" or "if you are here looking for a romantic relationship, here is some other person also interested in that." Mónica Freitas Jan 20, 2022, 8:43 PM Sara Pinto, the only dating app I know has that distinction is Bumble. And it makes it easier for people o make new friends, especially when they move to a new city and all. Unless you're a lousy texter, then it's more tricky. Mónica Freitas Jan 24, 2022, 12:06 PM Abeer, Jack Boreham, Limarc Ambalina, what's your take on this? Jack Boreham Jan 24, 2022, 6:08 PM Mónica Freitas, I think they are great. It brings like-minded people together, and I've had really good success with them! have you used many, any app you like better than the rest? Mónica Freitas Jan 25, 2022, 11:55 AM Jack Boreham, I've only ever tried out Tinder and Bumble. I'd say Bumble has more room for showing your personality. Tinder seems to be a bit more focused on looks. And I feel like there are two different audiences in those apps. What apps have you tried? If you don't mind me asking. Cris Silva Jan 25, 2022, 12:08 PM Dating apps are a money-making industry for sure. It's strange how you can profit from people's loneliness, but there you go. I think we already have a lot of dating apps, but there may be room for more variations of the concept. Mónica Freitas Jan 26, 2022, 11:37 AM Cris Silva, what variations would you like to see on dating apps? Sara Pinto Jan 26, 2022, 1:19 PM Mónica Freitas, oh, I didn't know! That's pretty cool. What feature would you like to see? Mónica Freitas Jan 27, 2022, 9:05 PM Sara Pinto, I'd like apps where you could match by answering specific questions like a favorite song, book, movie. And the algorithm would match you with people with the same interests. Cris Silva Jan 28, 2022, 12:09 PM Mónica Freitas, maybe something like a dating app where, based on your interests, you'd be connected with like-minded people. The app could even give you a date night suggestion based on that. Mónica Freitas Jan 28, 2022, 1:20 PM Cris Silva, I love that! Hopefully, someone will listen to this conversation and develop that kind of dating app.

Should We Swipe Right for Tinder and Bumble?

WWDC every year showcases a broad spectrum of operating system updates, new subscriptions, and occasional product listings. And this year, too, WWDC managed to gain quite a massive response due to . fantastic features of iOS 15 With a majority of the features focussing on workflow automation, the new iOS 15 and iPadOS 15 can do wonders for business owners. Here're a few that can enhance your business workflow and smoothen your processes. These features stand out from the rest, so make sure to make the most of them. Conduct virtual meetings with FaceTime: With iOS 15 updates, FaceTime has revamped to a new app altogether. Earlier, FaceTime was used as an exclusive one-on-one video calling app and now has a whole new meaning behind it. To start with, FaceTime is now accessible to Android users, which means you don't have to worry about your employees' OS to share a meeting link. And then, we also have the Grid View, which lets you view all the participants at a glance. Not just that, with the new updates reeling in, users can also blur the background (let's call it portrait mode) while on the call and eliminate background noise. These features are crucial for business meetings. They not only evoke a sense of professionalism but also reel in a suitable environment for your formal calls. And isn't SharePlay a boon? SharePlay allows you to share and stream audio-visual content in real-time. This allows you to chat and stream simultaneously. While you can stream content from a lot of social streaming platforms, this feature, in particular, is also great for all those work meetings, maybe a little fun time with your teammates watching that Hulu movie you have been eyeing. Live Text: Converting whiteboards to meeting notes Live Text is a great feature that scans text from images and copies it to a clipboard so that you can use it later. When implemented for your business, this feature can prove to be a significant lead in the future. With Live Text on your iPhone or iPad, you never have to write meeting notes again. Instead, you can just snap a picture or take a quick screenshot, convert it into text, and save it for later. This way, you will have all important notes from the meeting in text format that can be used later as a reference. Focus mode for work-life balance: I have been a workaholic all my life. And times when your screen time exceeds your sleeping time, you get worried about your health a little bit. While work-life balance is a myth for most of us in our twenties, it is a long-term investment for a healthier life and a peaceful mind. Apple introduced the Focus mode to help you achieve that. It is a smarter DND mode that helps you understand how you use your iPhone. It helps you filter your life. For instance, if you are in an important meeting, you want to receive calls from your co-workers, but you don't want anyone else calling you; just select the work mode. With Focus mode enabled, you can set your priorities and filter your calls or notifications accordingly. There is a focus mode available for personal use, work mode, fitness mode, gaming, driving, reading, and whatnot. You can also create a custom focus mode. Once you activate Focus mode, even your potential texters will be informed about your unavailability. When the person sets it on, they can choose who they want to stay in touch with. Universal Key: Apple unveiled a new Cary Key that is accessible through Apple Wallet. This can be used to open your car, offices, homes, and even hotel rooms. This key can also function as a corporate work badge for the workspace. With a feature like this, management of keys becomes redundant as a universal key proves to be a great help. Redesigned Safari Now, conduct your research on the go with maximum screen space. The new tab bar helps navigate the browser easily, and the tab groups ensure your search stays organized. Besides, these tab groups sync across all your iPad, iPhone, and Mac. Pretty nifty, right? But what I loved the most is that you can also install extensions on your iPhone, just like your Mac. Making it more convenient to browse. I love how every iOS version overshadows the previous one and brings more possibilities to the users. Which is your favorite iOS 15 feature?

5 Best iOS 15 Features for Businesses

The Basics The concept of Progressive Web Apps (PWAs) is a framework agnostic approach which seeks to combine discoverability and accessibility of a website with the functionality of a native app. Since couple of years I see an increasing interest technologies which bridge the gap between web- and native-apps. In 2018 PWAs have made a great step towards mainstream adoption. By now, plenty of companies like , , , , , , have already created PWAs to run parallel to their native apps. Pinterest Uber Twitter Trivago The Washington Post Starbucks The reason is obvious, plenty of these companies report very promising numbers, mostly as astonishing as the of increase in conversions Trivago has seen. 97 percent Why should we start developing PWAs ? now In fact, in 2018 also the majority of browser vendors started backing the technology behind PWAs. Microsoft committed to bring PWAs to “more than running Windows 10”. Google even went as far as calling it the future of app development — no surprise that , Google’s tool for improving the quality of web pages, audits ‘PWA’, next to ‘SEO and ‘Accessibility’ of webapps. And even Apple has finally started to support PWAs in 2018, even though, PWAs are a clear threat to Apple’s app store business. half a billion devices Lighthouse This article is the first part of a tutorial series that teaches you how to develop a PWA in VueJS! Part I — Build the Tax Calculator App in VueJS. Part II — Make the App work offline. Follow me on Medium and you get a notification when Part II will be released! To make it easy for you to follow, check out this . You can checkout a branch for each section! repo The Tax Calculator App In this tutorial we will build an income tax calculator. Why? Because calculating income tax (at least in Germany) is complicated and people would love an app that solves that problem for them. Besides that, it’s also a opportunity to explore the impact of the PWA features mentioned above. We will use VueJS for this tutorial, as it comes with a great template which makes it easy to kick off a PWA project. Another reason is, that VueJS is really easy to learn. No prior experience in any other frontend framework required! Enough theory for now, it’s time to get our hands dirty! Let’s create the App’s Skeleton We start-off with creating the basic setup and the file structure of our app. To speed things up, we will bootstrap the app with vue-cli. First, we need to install the vue CLI tool globally. yarn global add @vue/cli Now we can instantiate the template by vue init pwa vue-calculator-pwa We will be prompted to pick a preset — I recommend the following configuration: ? Project name ? Project short name: fewer than 12 characters to not be truncated on homescreens (default: same as name) ? Project description A simple tax calculator? Author Fabian Hinsenkamp ? Vue build runtime? Install vue-router? No? Use ESLint to lint your code? Yes? Pick an ESLint preset Standard? Setup unit tests with Karma + Mocha? No? Setup e2e tests with Nightwatch? No vue-calculator-pwa vue-calculator-pwa fabian.hinsenkamp@online.de For the configuration we can choose the smaller option as we don’t need the compiler as the html we write inside our files is pre-compiled into at build time. Vue build runtime *.vue JavaScript We don’t add tests here for brevity reasons. If we would set up a project for for production definitely add them. Next, run to install all dependencies. To start the development mode just run . yarn yarn start Don’t get confused by all the files in the project — For now we won’t touch most of them. If you want to learn more about the template’s structure check out the . I can only recommend it! documentation In the project we will find files with the extension. It indicates that this file is a single-file vue component. It is one of the Vue’s features. Each file consists of three types of blocks: , . That way, we can easily divide the project into loosely-coupled components. .vue <template> <script> <style> Let’s start creating all the files our app consists off. *.vue App.vue Create the file . It is our main view and it will contain our different components which make up our calculator. src/App.vue InputForm.vue Next let’s create the inputForm file . It will handle all user inputs required to calculate the income taxes. src/components/InputForm.vue Moreover, we create skeleton files for the following , , components including a style sheet named identically to the component it belongs to. All of them belong into the folder. .vue Result Panel Input src/components Result.vue It will display the results of our calculations. Panel.vue & Input.vue The panel is a simple component that wraps the input and result components. Finally, we should remove the file, that comes with the vue template. Hello.vue Add Styles & Calculation Logic Next, we add the following libraries to support sass/scss files. yarn add node-sass sass-loader -D For now, the scss files we added are all empty. I won’t talk about styles in this tutorial as there is nothing specific about applying styles to app. Hence, you have two options, create your own styles or checkout the following branch of the . github project git checkout 01_skeletonApp We also need logic to calculate our income tax. I use the real German income tax formular. To spare the details, I also added it to the branch. It also contains some css animations for the input validation message. In case you don’t want to use the branch above, you can also add them manually: yarn add animation.css Let’s create the Panel Component! Now we can start coding! To warm you up, we start with building the panel component. It’s good practice to keep such components generic so it can be reused holding any kind of content. That’s why we aim to pass the headline as well as the html for the body to the component. Let’s add the following code to the template section of the file. panel.vue For one-way data binding in , we can use . That’s exactly what we do to render the headline. Therefore, we simply need to wrap our headline data object in double curly braces. Attention, this “Mustache” syntax interprets data always as plain text, not HTML. VueJS textinterpolation That’s why we also use vue’s element, which allows us to render child elements of our panel component within the body element. Now we are done with the html for the panel component, next we define our script logic. slot First, it’s important to add a name to the component so we can actually register the component and import it later on. As we want to pass the headline to the panel, we should specify it as properties. Properties are custom attributes we can register on a component. To see the panel in our app, just add the code above to our component. app.vue In the script block we already import the component so adding the html is all we need to add our first component to the app! We should see the panel when we run . yarn start If we have any problems implementing the panel or want to skip this section check the following branch. git checkout 02_panel Let’s create the Input Component! Next we build our input form with some neat custom input validation. We have three types of inputs: regular, select and radio. Except the radio buttons these inputs need input validation and corresponding user feedback. To avoid repeating ourselves, we should build a reusable input component. To build a component which is actually reusable, I advice to build it in a way, that allows to easily extend it without changing the whole architecture. Defining a clean and thought through component api is a great starting point. In our case, we always want to control four properties from outside of the component: label input type validation rule data-binding Let’s translate these requirements into code! The component looks like the following: input.vue We add some custom vue-attributes to the native input component. First we add , which allows us to render the input only if we pass the correct type to our component. This is important to add different types of inputs. Next, we to the component’s event with the to a method called . v-if bind input @-prefix customInput Thats where our custom input validation comes to play. We add a validation library to the project by running and register the plugin in our file. yarn add vee-validate main.js Our validation consists in intercepting the native input event and then check if the entered values meet our validation rule. In case it doesn’t we set an error message. Therefore, we add two methods to the file. The method is triggered when the user enters any input. input.vue customInput The validation error message is returned from the plugin. We only have to add some html to show it to the user: v-validate I add a transition to the error message. VueJS comes with a transition wrapper, combined with the flip-animation from and some styles, we can get a nice error message without any hassle. animate.css To add the new input to the app, register the completed Input component to the . Here we apply two-way-binding through — It automatically picks the correct way to update the element based on the input type. Now, we need to open , import as we did with and replace with . InputForm.vue v-model App.vue InputForm Panel <span> content goes here. </span> <InputForm/> The result should look like what you see here on the left side. Check the branch for more details! git checkout 03_basicInput Add more input types! Now that we have a basic input with validation in place, it’s easy to extend our input component with the remaining two input types — the select and radio input. For the select element we use an out-off-the-box component. We simply add it by running: yarn add vue-select Before we can use it, it needs to be registered in the file similar to the plugin before. However, this time we use the method. main.js v-validate Vue.component Now simply add the component to our file. The options we want to show in the dropdown will be passed to the component as props. Input.vue Now there are only the radio buttons left to add. // image We start off with the native html element. Even though we just need two radio buttons atm, I advice to build the component in a way that allows to pass an arbitrary number of inputs. Therefore, we simply use vue’s attribute to loop over the options property and create a radio button for each element of the option array. v-for Additionally, we need to pass the currently selected value in order to manage the ‘checked’ state of the radio button inputs. In the script block we add an array holding all possible value types. To test our new input types, we need to actually add them to the submit form and pass options to the select and radio input. Check out the file in the following branch to see how the options are passed to the new inputs. inputForm.vue git checkout 04_completeInputs It follows the same pattern we have investigated for the regular input in detail. Most importantly, keep in mind to always pass an object containing a value and a label. That’s it! We managed to create a component that allows us to add all the input types we need and validate them without repeating ourselves! Let’s finalise our input form! Now we can finalise the input form. The only thing missing is the button to submit the form. We start with preventing the default html form event, and call our custom method instead. handleSubmit There we clean our input results — Although our dropdown and radio buttons require return objects with label and value, we are only interested in the value to calculate the results. Finally, we create a custom event which emits only the values of our input options. We also create a computed property which enables our “calculate” button only after all required data is entered by the user. You find the completed input form on the branch I mentioned already above. git checkout 04_completeInputs Let’s calculate our taxes! Now we are already able to get the inputs from the user, next we need to actually calculate the resulting income taxes. As I mentioned in the very beginning, I want to spare you the details about how the different types of deductions are calculated. In case you are interested anyhow check out the file. calc.js Most importantly, we understand that we use the custom event to pass the inputs back to our component. Here we also calculate the actual taxes and store the resulting values with labels, and add negative signs to the values we deduced from the gross income. submitted app.vue — Why? It makes displaying the results very simple as we will see in the next section. Let’s display our Results! Now we have everything we need to finally show the results of our tax calculations. Therefore, we use a native html table to show the label and the corresponding value in a structured manner. The implementation is quite simple, as we can stick to what we have learned about VueJS already. In fact, we repeat what we have done for the radio input already. We just pass our calculations as props to the component and loop over our results object. results As users probably want to perform multiple calculations without refreshing the page, we add another button, that leads users back to the input form. Therefore, we simply emit a custom event called to clear our calculations property in the parent component. Finally, we are also tying all our components together and complete our income tax calculator. clearCalculations As always, checkout the branch I you want to have a more detailed look at the code. git checkout 05_result Let’s finalise our App! In this last section there is only, two things left to do — complete the data-flow and manage the lifecycle of the input and result component accordingly. in the component we just added a button which emits the event. On the left, we see our main component . Here we subscribe to the event and reset the calculations object to be empty. Result.vue clearCalculation App.vue Now, we want to only render the input or the result component. Therefore, we add another boolean property, which checks if we have calculation results or not. computed Now, we add attributes to our components based on our prop. v-if resultsCalculated Try it out! Now we should see the table with the results only after we have successfully entered our inputs. To make the switch between input and results less harsh we add a transition. As we are replacing the one with the other component here, we use the attribute so that, the current element transitions out first, then when complete, the new element transitions in. mode out-in We completed the tutorial! Well done! The branch with the finale application code is the following git checkout 06_complete Conclusion We have successfully kickstarted the implementation of our income tax calculator PWA based on vue’s PWA template. Thereby, we familiarised ourselves with the syntax and paradigms of VueJS. So far so good but we are still far-off from providing a user experience close to a native app. This is what of this tutorial will focus on. Part II If you want to be notified when Part II is released — just follow me here on Medium or follow me on Twitter ! @Fa_Hinse

A Progressive Web App in Vue Tutorial , Part 1 — The Vue App

Photo by on Oscar Keys Unsplash While a reliable method to accurately identify suicidal patients is from medical literature, researchers are continually striving for AI-solutions to predict and prevent suicidal attempts. missing Suicide is cited as the 10th leading cause of death and is one of three leading causes on the rise, according to the (CDC). Centers for Disease Control and Prevention AI tools are diligently being deployed to address the rising suicide risk. Machine Learning for Identifying Suicidal Thoughts In a recent research, researchers from applied machine learning (ML) to overcome the limitations of traditional methods that predict suicide attempts by looking into the electronic health records of adult patients. The outcomes showed that ML accurately anticipated future suicide attempts, with accuracy within one week of a suicide event. Vanderbilt University 84 to 92 percent In 2017, researchers from ’s (CMU) Marcel Just and the University of Pittsburgh’s David Brent developed a promising approach that helped identify suicidal intentions of individuals. Funded partly by the , the study analyzed the variations of how brains discriminated and reacted to death and life related-concepts like ‘death’, ‘cruelty’, ‘trouble’, ‘carefree’, ‘good’ and ‘praise’. Carnegie Mellon University National Institute of Mental Health Published in , their study relied on a machine-learning algorithm ( ). The central point of the study was to identify suicidal thoughts by looking into their thoughts on the death-related topics. Nature Human Behavior Gaussian Naive Bayes NLP to Identify Social Media Behavior Identifying language patterns on users’ social media can also lead to early intervention and stopping a suicidal attempt. After instances of people broadcasting their suicides on , Facebook started looking for signs of suicidal thoughts through posts. Using AI, scans users’ posts and looks for patterns of suicidal behavior. It then flags the posts to human moderators who then respond by sending user resources on mental health. In urgent situations, the company contacts the first-responders who can try to find the individual. Additionally, Facebook works with 80 local partners like Save.org and the National Suicide Prevention Lifeline to develop policies on self-harm and suicide-related content. Facebook Live Facebook But Facebook is not alone to help people in most vulnerable situations. While searching for “ways to kill yourself” or “suicidal thoughts”, Google search immediately takes the user to a page that provides information on 24*7 suicidal prevention lifeline, along with an online chat to help overcome the suicidal feeling. For Google searches on suicidal ways or ways to harm self, the ‘autocomplete’ is disabled. Usual google searches rely on predictive analytics and autocomplete so the user can skip typing the entire sentence in search space. As per Google’s autocomplete policy guidelines, predictions on suicidal searches comes under harmful or dangerous behavior and hence does not yield desired results. Chatbots for Identifying Anxiety and Depression According to the (WHO), an estimate of 60 percent of people who commit suicide have major . Different versions of suicide-prevention AI-tools are being deployed to address symptoms like depression that could possibly lead to a suicide. World Health Organization depression , a conversational chatbot aims to identify symptoms of anxiety and depression in young teens. The chatbot with a dorky sense of humor tracks moods through graphs and displays the progress every week, using Cognitive Behavioral Therapy (CBT). In other words, it creates “the experience of a therapeutic conversation for all of the people that use him.” Woebot , a free 24/7 text line provides an AI solution to detect the risk of suicide. Powered by deep neural networks and natural language processing (NLP), Crisis Text Line can service 94% of high-risk texters within 5 minutes. The essence of the model lies in its capability of predicting risk by ‘ ’, classifying thousands of high-risk words and word combinations. This combination of model predictions and a real-time feedback loop from Crisis Counselors is key to retraining the model. Crisis Text Line reading variability in sentences and understanding context Possible Roadblocks for AI A larger debate is about the compliance of AI-solutions within the realm of complex ethical and privacy landscape. Firms often find themselves struggling to find a balance between privacy concerns and suicide prevention. In such cases, engaging the users to trust the innovative applications remains critical. In 2014, UK charity suspended its suicide prevention Radar app following concerns on privacy and its potential misuse by online bullies. When and how to intervene would also require a certain degree of certainty before approaching a case. Intervention through identification of suicidal thoughts may give rise to the risk of . Samaritans false positives But given the vast scale of relentless research efforts, clinicians may soon find AI useful for identifying suicidal intentions and that would mean saving lives. If you’re facing distress or suicidal crisis in the U.S., you can immediately talk with someone at the National Suicide Prevention Lifeline (800–273–8255, suicidepreventionlifeline.org ) or the Crisis Text Line (text HOME to 741–741).

AI intervenes to bring down suicide rates

Imagine a world where terrorists nuked Detroit. And then, magically, we removed the radiation, and exactly one year later, we nuked it again. And we repeated this cycle, over and over, forever. What would happen? Every country on earth would band together in a moral crusade to end the terrorist threat. Massive surveillance systems would be put into place to assure that we find the terrorists. We would gladly surrender our privacy, just like we did with the 9/11 terror attacks, but on a much grander, breathtaking scale. National ID cards, biometric scanning at the border. Minority Report style detention for “pre-crime”. Waterboarding and worse. It would all be on the table. Yet, today, — more casualties than the entire population of Detroit, die from auto accidents. Further, the vast majority of these accidents are caused by human factors. Driving drunk, driving distracted, driving tired. If it isn’t the tired, drunk, distracted texter, it’s the angry, impatient driver going too fast for road conditions. We have laws against all these things, and while occasionally they are enforced, clearly, laws alone don’t do enough to make driving safe enough to not cause a self-inflicted annual Hiroshima of casualties. If legalized driving for the mass of society were to be proposed anew, we would almost certainly not allow it. 1.2 Million people every year Why have we allowed ourselves to live this way? Objectively, we’ve made a calculation as a society. We’ve decided the convenience and freedom afforded by driving are worth the 1.2 million lives we lose each year as a result. You could make the case that this is ok — driven by humans have advanced our standard of living. Most of the prosperity we enjoy today compared to 100 years ago likely owes itself to the cars, trucks, and other human driven vehicles. For every life we’ve lost due to cars, historically, we’ve likely gained one or two. Intuitively, this is why we live with the bargain we do. Human driven vehicles are one of the great double edged swords of our time — they have great power, but require great responsibility. cars That said, you could make the case that the car is one of the most dangerous weapons ever put into the hands of the common man. The only comparable weapons are guns, and in that respect, the US is anomaly, at least in developed countries, with respect to broad distribution within the general populace. However, unlike guns, it has secondary costs that are also very high. While guns don’t pollute, most cars, with the exception of some newer electric cars, generate massive amounts of carbon. Massive amounts of infrastructure is provided for cars in most cities. In most US suburbs, car infrastructure is so primary, it is dangerous to walk or use a bicycle, even for short trips. When you count the wars over oil, the global warming impact, the pollution, and the costs to our infrastructure — the amount we pay for our freedom to drive a personal car is utterly staggering. cars have come a long way. They’ve already driven millions of miles in several US communities, albeit with a driver monitoring just in case something bad happens. Tesla’s cars already have auto-pilot features in them that allow hands free operations. Even mainline car manufacturers are adding these features, often under the names “enhanced cruise control”. Cars today automatically parallel park, an operation so difficult that many fear parallel parking as the most difficult aspect of a behind the wheel driving test. Driverless However, as much progress as we’ve seen, the surface has only been scratched. There are developments coming that really start to make this compelling. Right now, driverless cars have to correct for human emotion on the part of . And while one could lament that the path to driverless cars would be easier if other cars were driverless — without an emotional human driving them, the fact that these cars are being developed to respond to emotional actors in their environment is a good thing. Even if it were politically feasible to remove cars en masse from society and go driverless, you will still have non-automobile obstacles, such as cyclists and pedestrians. other cars on the road Once more and more cars are driverless, the benefits of car-to-car communication will start to become evident. Once all vehicles on the road can communicate, say, on a busy freeway, cars will be able to coordinate their speed, forming “car trains” that use less fuel. They will be able to maintain a consistent speed, saving fuel. They will also reduce accident likelihood, since such trains will require fewer lane changes and reduce the average speed differential between different vehicles on the road. Leaving aside the benefits in terms of 1.2 million less deaths, cleaner air, less global warming, and fewer wars over oil — the real burning question… will we be happier? Commuting is one of the most stressful activities we do. For most, it is a daily ritual that drives up blood pressure, making people tense, irritable, and more aggressive. Imagine the additional time we gain when our personal robot chauffeur drives us instead of having to do it ourselves. We could do more work in our car, watch a movie, meditate, or simply watch the newly greener scenery that we get from less pollution as we watch from our car windows. We could go out, party to our heart’s content, and never worry about being “too drunk to drive”, much like rich people do that have private drivers. Imagine what this does for parking in cities. Right now, in most cities, parking is at a premium. It uses a ton of public space — especially since cars need to be close to their owners. In the driverless future, after the car drives us to work, the car can drive itself to central parking garage for the day, specifically built for such cars. Without a need to be human accessible, you can store many more cars per square foot at lower cost. When you are ready to leave, call your car to where you are at just like you might call an uber to pick you up today. Heck, perhaps, if you are enterprising, you can even make some money on the side by having your car drive others around the city while you are at work. So how does this happen? Believe it or not, there are places today — perhaps most — where horses are allowed on public roads. In some places, specific laws were passed to make sure horses would always be allowed. I imagine that driver-driven cars will become obsolete by this route. At some point, the time saving, fuel saving, and financial benefits of driverless cars become so obvious that people voluntarily make the switch. Eventually, the benefits of plugging your car into the “car network” — allowing your car to coordinate self-driving activities with other cars — is compelling enough that it will overcome people’s privacy fears. Some pundits say this is a 20 year transition, less in urban, developed areas, more in other places. However, that is a long time to wait, and there are things we can do to speed up the transition. If we could speed this up, even by 10 years, that would save, globally, 12 million lives. 10 years early in this case double the number of people killed in the Holocaust. Roughly the entire population of the greater Los Angeles area. How could we do this? Indemnify makers of driverless cars and associated technology against punitive damages from crashes If the technology doesn’t work or causes needless death, people will not adopt it, and the technology will not be adopted. While we should make whole those killed in any accident, we should not penalize them for the same kind of errors human make. If we switched en masse today, chances are, we would already reduce the number of deaths by over half. That alone would be worth doing if it were politically feasible. But it isn’t, however, we should not penalize the makers of these cars given how obvious the lifesaving potential is. Encourage more states to pass laws explicitly allowing autonomous vehicles California and Nevada have led the way, and other states are quickly following, but before this can really become mainstream, laws need to be in place that explicitly allow these vehicles nationwide. Certainly, there will be resistance. The car makers are on board, as they — not just Tesla, but the legacy automakers, already have autonomous cars in their pipeline. Expect resistance from the petroleum industry, and probably from groups that represent occupations that will be made obsolete by this technology — taxis, truck driving. Lastly, there will be resistance from other drivers — holdouts that are left behind, now stuck behind autonomous cars that do not speed, and are programmed to obey traffic laws. There are already reactionaries, and this will only increase, especially once more cases of occasional accidents that involve these cars become more public. There was a time that people could not imagine life without riding horses. And people still do, but few people horse commute to the office. But horses were different. While some people may have been killed by falling off horses, or getting trampled, the deaths from cars are so much higher than the form of transportation they replaced that the comparison is laughable. And while there is reason to be optimistic — particularly given that the natural evolution of technology and labor saving devices make these cars all but inevitable, we must be vigilant, as the dream of the American Car won’t quietly go into the night without a fight. is how hackers start their afternoons. We’re a part of the family. We are now and happy to opportunities. Hacker Noon @AMI accepting submissions discuss advertising &sponsorship To learn more, , , or simply, read our about page like/message us on Facebook tweet/DM @HackerNoon. If you enjoyed this story, we recommend reading our and . Until next time, don’t take the realities of the world for granted! latest tech stories trending tech stories

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