Machine learning (including deep and reinforcement learning) and blockchain are two of the most noticeable technologies in recent years. The first one is the foundation of artificial intelligence and big data, and the second one has significantly disrupted the financial industry. Both technologies are data-driven, and thus there are rapidly growing interests in integrating them for more secure and efficient data sharing and analysis. In this paper, we review the research on combining blockchain and machine learning technologies and demonstrate that they can collaborate efficiently and effectively. In the end, we point out some future directions and expect more researches on deeper integration of the two promising technologies.
Machine learning (including deep and reinforcement learning) and blockchain are two of the most noticeable technologies in recent years. The first one is the foundation of artificial intelligence and big data, and the second one has significantly disrupted the financial industry. Both technologies are data-driven, and thus there are rapidly growing interests in integrating them for more secure and efficient data sharing and analysis. In this paper, we review the research on combining blockchain and machine learning technologies and demonstrate that they can collaborate efficiently and effectively. In the end, we point out some future directions and expect more researches on deeper integration of the two promising technologies.
App Store SEO比較: Google Play vs App StoreSearchMan.com
App Store SEO: Google Playの方がiOS App Storeよりもチャンスあり
63%のユーザーがアプリを探す際に検索しているというデータが示す通り、App Store SEOは、アプリ開発者にとって欠かすことが出来ないマーケティングの手段になりつつある。iOS App Storeでは、AppleがChompを買収して以降、度々、検索エンジンのアルゴリズム変更が行われているとのことだ。SearchManは「少なくても2ヶ月に1度」程度大規模なアルゴリズム変更を検知している。また、iOS 6以降、iOS App Storeの検索結果では、1画面あたり1アプリしか表示されず、アプリ開発者たちからの批判が相次いだ。
これまで、App Store SEOというと、iOS App Storeばかりが話題になっていたが、SearchManはこの度、Google Play / Androidにも対応を開始した。現時点では、日本、アメリカのGoogle Playストアにある70万以上のアプリの検索順位を毎日分析している。SearchManでは、昨年末頃からAndroid対応を希望するアプリ開発社が急激に増えた。特に、日本のアプリ開発社からの要望が多く、これは、Google Playでの売上が日本で急成長しているという点にも合致する。
以下に、SearchManによる、iOS App StoreとGoogle Play (Android)のApp Store SEOの比較を掲載する。これを見る限り、Google Playの方がApp Store SEO経由でのダウンロード獲得に大きなチャンスがある、と言えよう。
1) Google Playストアの方が、より多くのアプリを検索結果に表示する
a) 1ページあたりのアプリ数が多い: Google Playストアは、検索結果画面の1ページあたり7-8アプリが表示される。他方、iPhoneは1アプリ、iPadでは6アプリだ。
b) 検索結果を深堀りするのが簡単: Google Playストアは、画面をタップすることなく、フリックするだけで、下方向に無限にスクロールできる。他方、iOSでは、検索結果を追加で読み込むのにタップが必要となる。
2) Google Playストアの方が、同じクエリに対して、より多くのアプリがヒットする
a) Google Playの方がヒット数が多い: ビックキーワードで検索すると、検索ヒット数がGoogle Playの方が圧倒的に多い。
b) シノニム等を用いたクエリ拡張: ある検索クエリに対して、Google Playの方が、類似語等への拡張をより積極的に行なっているようだ。(例えば、photoというクエリが入力された場合に、photo, photos, 写真...と解釈する。)これは、Googleが検索エンジンの会社であることを考えれば想像に難くない。
c) 自動スペル補正: Google Playの方が、ミススペルをより賢く自動的に補正する。これもGoogleが検索エンジンの会社であるからなせる業だろう。
3) Google PlayにおけるApp Store SEOへの先行投資は今がチャンス
a) 競争が少ない: アプリ数はApp Storeとほぼ同数だが、アプリ開発社は(Androidアプリは、レビュー審査が無いにも関わらず)iOSアプリをより頻繁にアップデートしている。
b) 課金チャンスの増大: Google Playは、ユーザーのクレジットカードが登録されていないことが課題だったが、日本ではキャリア課金によってこの問題が克服されつつある。結果として、Google Playでの売上が日本で急成長している。
4) Google Playの方が、App Store SEOを簡単に実行できる
a) レビュー審査が不要: iOS App Storeでは、アプリ名、iTunesキーワード変更する際に審査が必要だが、Google Playでは不要。
b) Google PlayにはiTunesキーワードに相当するものが存在しない: Google Pl
App Store SEO比較: Google Play vs App StoreSearchMan.com
App Store SEO: Google Playの方がiOS App Storeよりもチャンスあり
63%のユーザーがアプリを探す際に検索しているというデータが示す通り、App Store SEOは、アプリ開発者にとって欠かすことが出来ないマーケティングの手段になりつつある。iOS App Storeでは、AppleがChompを買収して以降、度々、検索エンジンのアルゴリズム変更が行われているとのことだ。SearchManは「少なくても2ヶ月に1度」程度大規模なアルゴリズム変更を検知している。また、iOS 6以降、iOS App Storeの検索結果では、1画面あたり1アプリしか表示されず、アプリ開発者たちからの批判が相次いだ。
これまで、App Store SEOというと、iOS App Storeばかりが話題になっていたが、SearchManはこの度、Google Play / Androidにも対応を開始した。現時点では、日本、アメリカのGoogle Playストアにある70万以上のアプリの検索順位を毎日分析している。SearchManでは、昨年末頃からAndroid対応を希望するアプリ開発社が急激に増えた。特に、日本のアプリ開発社からの要望が多く、これは、Google Playでの売上が日本で急成長しているという点にも合致する。
以下に、SearchManによる、iOS App StoreとGoogle Play (Android)のApp Store SEOの比較を掲載する。これを見る限り、Google Playの方がApp Store SEO経由でのダウンロード獲得に大きなチャンスがある、と言えよう。
1) Google Playストアの方が、より多くのアプリを検索結果に表示する
a) 1ページあたりのアプリ数が多い: Google Playストアは、検索結果画面の1ページあたり7-8アプリが表示される。他方、iPhoneは1アプリ、iPadでは6アプリだ。
b) 検索結果を深堀りするのが簡単: Google Playストアは、画面をタップすることなく、フリックするだけで、下方向に無限にスクロールできる。他方、iOSでは、検索結果を追加で読み込むのにタップが必要となる。
2) Google Playストアの方が、同じクエリに対して、より多くのアプリがヒットする
a) Google Playの方がヒット数が多い: ビックキーワードで検索すると、検索ヒット数がGoogle Playの方が圧倒的に多い。
b) シノニム等を用いたクエリ拡張: ある検索クエリに対して、Google Playの方が、類似語等への拡張をより積極的に行なっているようだ。(例えば、photoというクエリが入力された場合に、photo, photos, 写真...と解釈する。)これは、Googleが検索エンジンの会社であることを考えれば想像に難くない。
c) 自動スペル補正: Google Playの方が、ミススペルをより賢く自動的に補正する。これもGoogleが検索エンジンの会社であるからなせる業だろう。
3) Google PlayにおけるApp Store SEOへの先行投資は今がチャンス
a) 競争が少ない: アプリ数はApp Storeとほぼ同数だが、アプリ開発社は(Androidアプリは、レビュー審査が無いにも関わらず)iOSアプリをより頻繁にアップデートしている。
b) 課金チャンスの増大: Google Playは、ユーザーのクレジットカードが登録されていないことが課題だったが、日本ではキャリア課金によってこの問題が克服されつつある。結果として、Google Playでの売上が日本で急成長している。
4) Google Playの方が、App Store SEOを簡単に実行できる
a) レビュー審査が不要: iOS App Storeでは、アプリ名、iTunesキーワード変更する際に審査が必要だが、Google Playでは不要。
b) Google PlayにはiTunesキーワードに相当するものが存在しない: Google Pl
Copy & Pest - A case-study on the clipboard, blind trust and invisible cross-...Mario Heiderich
The clipboard is one of the most commonly used tools across operating systems, window managers and devices. Pressing Ctrl-C and Ctrl-V has become so fundamentally important to productivity and usability that we cannot get rid of it anymore. We happily and often thoughtlessly copy things from one source and paste them into another. URLs into address-bars, lengthy commands into console windows, text segments into web editors and mail interfaces. And we never worry about security when doing so. Because what could possibly go wrong, right?
But have we ever asked ourselves what the clipboard content actually consists of? Do we really know what it contains? And are we aware of the consequences a thoughtless copy&paste interaction can have? Who else can control the contents of the clipboard? Is it really just us doing Ctrl-C or is there other forces in the realm who are able to infect what we believe to be clean, who can desecrate what we trust so blindly that we never question or observe it?
This talk is about the clipboard and the technical details behind it. How it works, what it really contains – and who can influence its complex range of contents. We will learn about a new breed of targeted attacks, including cross-application XSS from PDF, ODT, DOC and XPS that allow to steal website accounts faster than you can click, turn your excel sheet into a monster and learn about ways to smuggle creepy payload that is hidden from sight until it executes. Oh, and we’ll also see what can be done about that and what defensive measures we achieved to create so far.
Update:
New design process diagram
Some thoughts about design career
This is a talk for introducing UX concept, process and prototyping tools I gave for undergraduate design students.
I Don't Care About Security (And Neither Should You)Joel Lord
Remember when setting up an auth system was easy? Me neither. From the signup form, the login form, password reset form, and all the validation in between it can easily take weeks if not months to get something basic up and running. Then you have to deal with all the security considerations. No thanks. During this presentation, the attendees will be introduced to OpenID and OAuth. They will learn how to leverage these technologies to create secure applications, but most importantly, they will learn why and how to delegate authorization and authentication so they can focus on their real work and forget about all that security stuff.
Lone StarPHP 2013 - Building Web Apps from a New AnglePablo Godel
AngularJS is a new JavaScript framework, backed by Google, for building powerful, complex and rich client-side web applications. We will go over the features and basics of building a web application with AngularJS and we will demonstrate how to communitate with a REST server built with PHP.
Elevating Tactical DDD Patterns Through Object CalisthenicsDorra BARTAGUIZ
After immersing yourself in the blue book and its red counterpart, attending DDD-focused conferences, and applying tactical patterns, you're left with a crucial question: How do I ensure my design is effective? Tactical patterns within Domain-Driven Design (DDD) serve as guiding principles for creating clear and manageable domain models. However, achieving success with these patterns requires additional guidance. Interestingly, we've observed that a set of constraints initially designed for training purposes remarkably aligns with effective pattern implementation, offering a more ‘mechanical’ approach. Let's explore together how Object Calisthenics can elevate the design of your tactical DDD patterns, offering concrete help for those venturing into DDD for the first time!
Key Trends Shaping the Future of Infrastructure.pdfCheryl Hung
Keynote at DIGIT West Expo, Glasgow on 29 May 2024.
Cheryl Hung, ochery.com
Sr Director, Infrastructure Ecosystem, Arm.
The key trends across hardware, cloud and open-source; exploring how these areas are likely to mature and develop over the short and long-term, and then considering how organisations can position themselves to adapt and thrive.
Software Delivery At the Speed of AI: Inflectra Invests In AI-Powered QualityInflectra
In this insightful webinar, Inflectra explores how artificial intelligence (AI) is transforming software development and testing. Discover how AI-powered tools are revolutionizing every stage of the software development lifecycle (SDLC), from design and prototyping to testing, deployment, and monitoring.
Learn about:
• The Future of Testing: How AI is shifting testing towards verification, analysis, and higher-level skills, while reducing repetitive tasks.
• Test Automation: How AI-powered test case generation, optimization, and self-healing tests are making testing more efficient and effective.
• Visual Testing: Explore the emerging capabilities of AI in visual testing and how it's set to revolutionize UI verification.
• Inflectra's AI Solutions: See demonstrations of Inflectra's cutting-edge AI tools like the ChatGPT plugin and Azure Open AI platform, designed to streamline your testing process.
Whether you're a developer, tester, or QA professional, this webinar will give you valuable insights into how AI is shaping the future of software delivery.
Neuro-symbolic is not enough, we need neuro-*semantic*Frank van Harmelen
Neuro-symbolic (NeSy) AI is on the rise. However, simply machine learning on just any symbolic structure is not sufficient to really harvest the gains of NeSy. These will only be gained when the symbolic structures have an actual semantics. I give an operational definition of semantics as “predictable inference”.
All of this illustrated with link prediction over knowledge graphs, but the argument is general.
Smart TV Buyer Insights Survey 2024 by 91mobiles.pdf91mobiles
91mobiles recently conducted a Smart TV Buyer Insights Survey in which we asked over 3,000 respondents about the TV they own, aspects they look at on a new TV, and their TV buying preferences.
Transcript: Selling digital books in 2024: Insights from industry leaders - T...BookNet Canada
The publishing industry has been selling digital audiobooks and ebooks for over a decade and has found its groove. What’s changed? What has stayed the same? Where do we go from here? Join a group of leading sales peers from across the industry for a conversation about the lessons learned since the popularization of digital books, best practices, digital book supply chain management, and more.
Link to video recording: https://bnctechforum.ca/sessions/selling-digital-books-in-2024-insights-from-industry-leaders/
Presented by BookNet Canada on May 28, 2024, with support from the Department of Canadian Heritage.
Connector Corner: Automate dynamic content and events by pushing a buttonDianaGray10
Here is something new! In our next Connector Corner webinar, we will demonstrate how you can use a single workflow to:
Create a campaign using Mailchimp with merge tags/fields
Send an interactive Slack channel message (using buttons)
Have the message received by managers and peers along with a test email for review
But there’s more:
In a second workflow supporting the same use case, you’ll see:
Your campaign sent to target colleagues for approval
If the “Approve” button is clicked, a Jira/Zendesk ticket is created for the marketing design team
But—if the “Reject” button is pushed, colleagues will be alerted via Slack message
Join us to learn more about this new, human-in-the-loop capability, brought to you by Integration Service connectors.
And...
Speakers:
Akshay Agnihotri, Product Manager
Charlie Greenberg, Host
Slack (or Teams) Automation for Bonterra Impact Management (fka Social Soluti...Jeffrey Haguewood
Sidekick Solutions uses Bonterra Impact Management (fka Social Solutions Apricot) and automation solutions to integrate data for business workflows.
We believe integration and automation are essential to user experience and the promise of efficient work through technology. Automation is the critical ingredient to realizing that full vision. We develop integration products and services for Bonterra Case Management software to support the deployment of automations for a variety of use cases.
This video focuses on the notifications, alerts, and approval requests using Slack for Bonterra Impact Management. The solutions covered in this webinar can also be deployed for Microsoft Teams.
Interested in deploying notification automations for Bonterra Impact Management? Contact us at sales@sidekicksolutionsllc.com to discuss next steps.
Securing your Kubernetes cluster_ a step-by-step guide to success !KatiaHIMEUR1
Today, after several years of existence, an extremely active community and an ultra-dynamic ecosystem, Kubernetes has established itself as the de facto standard in container orchestration. Thanks to a wide range of managed services, it has never been so easy to set up a ready-to-use Kubernetes cluster.
However, this ease of use means that the subject of security in Kubernetes is often left for later, or even neglected. This exposes companies to significant risks.
In this talk, I'll show you step-by-step how to secure your Kubernetes cluster for greater peace of mind and reliability.
Essentials of Automations: Optimizing FME Workflows with ParametersSafe Software
Are you looking to streamline your workflows and boost your projects’ efficiency? Do you find yourself searching for ways to add flexibility and control over your FME workflows? If so, you’re in the right place.
Join us for an insightful dive into the world of FME parameters, a critical element in optimizing workflow efficiency. This webinar marks the beginning of our three-part “Essentials of Automation” series. This first webinar is designed to equip you with the knowledge and skills to utilize parameters effectively: enhancing the flexibility, maintainability, and user control of your FME projects.
Here’s what you’ll gain:
- Essentials of FME Parameters: Understand the pivotal role of parameters, including Reader/Writer, Transformer, User, and FME Flow categories. Discover how they are the key to unlocking automation and optimization within your workflows.
- Practical Applications in FME Form: Delve into key user parameter types including choice, connections, and file URLs. Allow users to control how a workflow runs, making your workflows more reusable. Learn to import values and deliver the best user experience for your workflows while enhancing accuracy.
- Optimization Strategies in FME Flow: Explore the creation and strategic deployment of parameters in FME Flow, including the use of deployment and geometry parameters, to maximize workflow efficiency.
- Pro Tips for Success: Gain insights on parameterizing connections and leveraging new features like Conditional Visibility for clarity and simplicity.
We’ll wrap up with a glimpse into future webinars, followed by a Q&A session to address your specific questions surrounding this topic.
Don’t miss this opportunity to elevate your FME expertise and drive your projects to new heights of efficiency.
UiPath Test Automation using UiPath Test Suite series, part 4DianaGray10
Welcome to UiPath Test Automation using UiPath Test Suite series part 4. In this session, we will cover Test Manager overview along with SAP heatmap.
The UiPath Test Manager overview with SAP heatmap webinar offers a concise yet comprehensive exploration of the role of a Test Manager within SAP environments, coupled with the utilization of heatmaps for effective testing strategies.
Participants will gain insights into the responsibilities, challenges, and best practices associated with test management in SAP projects. Additionally, the webinar delves into the significance of heatmaps as a visual aid for identifying testing priorities, areas of risk, and resource allocation within SAP landscapes. Through this session, attendees can expect to enhance their understanding of test management principles while learning practical approaches to optimize testing processes in SAP environments using heatmap visualization techniques
What will you get from this session?
1. Insights into SAP testing best practices
2. Heatmap utilization for testing
3. Optimization of testing processes
4. Demo
Topics covered:
Execution from the test manager
Orchestrator execution result
Defect reporting
SAP heatmap example with demo
Speaker:
Deepak Rai, Automation Practice Lead, Boundaryless Group and UiPath MVP