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Articles by Juan Sequeda
Communications of the ACM
“Those who cannot remember the past are condemned to repeat it.” —George Santayana Back to Top Data was considered a material object, tied to bits, with no semantics per se. Knowledge was traditionally conceived as the immaterial object, living only in people’s minds and language. The destinies of data and knowledge became bound together, becoming almost inseparable, by the emergence of digital computing in the mid-20th century.
Sedition Hunters: A Quantitative Study of the Crowdsourced Investigation into the 2021 U.S. Capitol Attack
ABSTRACT Social media platforms have enabled extremists to organize violent events, such as the 2021 U.S. Capitol Attack. Simultaneously, these platforms enable professional investigators and amateur sleuths to collaboratively collect and identify imagery of suspects with the goal of holding them accountable for their actions.
Search Personalization at Netflix
ABSTRACT At Netflix, personalization plays a key role in several aspects of our user experience, from ranking titles to constructing an optimal Homepage. Although personalization is a well established research field, its application to search presents unique problems and opportunities. In this paper, we describe the evolution of Search personalization at Netflix, its unique challenges, and provide a high level overview of relevant solutions. Dhruv Arya, Viet Ha-Thuc, and Shakti Sinha. 2015.
Proceedings of the ACM Web Conference 2023
Please download or close your previous search result export first before starting a new bulk export. Preview is not available. By clicking download, a status dialog will open to start the export process. The process may take a few minutes but once it finishes a file will be downloadable from your browser. You may continue to browse the DL while the export process is in progress.
Implementing a Data Catalog Optimizes Your Data Cloud Migration
During a cloud migration to Snowflake’s Data Cloud, businesses often struggle to know what data they have on premises, what they should migrate, and in what order. And because of this, many organizations fall into a “lift and shift” approach, where everything is simply copied over—as it messily stands—to the cloud.
What Does It Mean for a Data Catalog to Be Powered by a Knowledge Graph?
In this article, I explain why the first app built on a knowledge graph should be an enterprise data catalog. I then clarify why any catalog equipped to grow, scale, and evolve with the modern data stack must be built on a knowledge graph. First, we’ll define and demystify these terms. Second, I’ll share some key business use cases that cannot be solved with traditional relational data catalogs.
The catalyst for AGI in our lives could be cultural rather than technical
Artificial general intelligence (AGI) is the ability of an intelligent agent to understand or learn any intellectual task that a human being can.
What Do NBA Champions and CDOs have in Common? Success Requires Being 2-way Players - DataScienceCentral.com
The Golden State Warriors won the 2022 National Basketball Association (NBA) title for many reasons. Having one of the top 10 players in NBA history in Steph Curry certainly helps. But other teams have top 10 / top 15 players, and they didn’t make the finals (or even get into the playoffs, in one case). I believe that a key factor for the Warriors’ success was their lineup of 2-way players – players that excel at both the offensive and defensive ends of the court.
Web Analytics Dashboards Carry a World of Data for Various Purposes
Web analytics tools offer vital insights into your website’s visitors’ behavior by tracking their real-time activities on the platform from behind. These tools study almost everything – the number of daily and regular visitors, sessions and duration, conversions, and beyond. You can access a comprehensive report covering every aspect and personalize it to focus on a critical area. Nevertheless, handling a sea of data is never easy.
Critical Role of Analytic Profiles in Developing Data Products
The tech industry is abuzz with hyped up pontifications and bold predictions of the business-changing potential of Data Products. I could not be happier as it’s a topic I have explored in several blogs (see the end of this blog for a list of my blogs on Data Products…yea, I know, get a life).
Blueprint for Building a Data Product Business
A Blueprint is a detailed design plan of something to be built. I have written several articles about Data Products and the role that they are playing in helping organizations monetize their customer, product, service, and operational analytic insights (individualized predicted behavioral and performance propensities).
The Data Product ABCs
Let’s be honest: The way we’ve been managing data for the past 30 years hasn’t fundamentally changed. Yes, the shift to the cloud and the Modern Data Stack is making the life of data engineers easier because you don’t have to worry as much about infrastructure. Want data in a warehouse? Click, click, click… You got it! But if we zoom out, the foundations are the same: take data from source applications, integrate it into a target database then report, analyze, and fire up the ML/AI tools.
Augmented Reality Trends: Check to Make a Smart Choice for Your Business!
Technology trends are keeping pace with allowing to emerge among the market competition with serving customer requirements excellently. The initial prototyping phase has passed, and it is now time that augmented reality is put into use practically. There will be 1 billion users around the world putting augmented reality in daily use by 2020, and hence, newer ways and increased user experience are guaranteed with this new technology working at its best.
Knowledge Graphs
Home/Magazine Archive/March 2021 (Vol. 64, No. 3)/Knowledge Graphs/Full Text By Claudio Gutierrez, Juan F. Sequeda Communications of the ACM, March 2021, Vol.
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