Ontotext

DECEMBER 16, 2020

In 2020, we continued to develop our leading database engine for management of knowledge graphs, GraphDB , and expanded it with a lot of new functionalities. In its third generation, Ontotext Platform enables organizations to build, use and evolve knowledge graphs as a hub for data, metadata and content.

Metadata 52

Metadata Unstructured Data Visualization Enterprise 52

erwin

DECEMBER 3, 2020

The answer is radical transformation, made possible by an intelligent, data-driven approach to: New business models. Being able to integrate all data touchpoints, including erwin DM for data modeling, Denodo for data visualization, and Jira for ticketing, has been key. New products and services. Hyper-competition. Market expansion.

Metadata 141

Metadata Data Governance Data-driven Digital Transformation 141

erwin

JANUARY 14, 2021

As we enter 2021, we will also be building off the events of 2020 – both positive and negative – including the acceleration of digital transformation as the next normal begins to be defined. Technical metadata is what makes up database schema and table definitions.

Digital Transformation 143

Digital Transformation Metadata Big Data Data-driven 143

erwin

OCTOBER 8, 2020

But even with the “need for speed” to market, new applications must be modeled and documented for compliance, transparency and stakeholder literacy. With all these diverse metadata sources, it is difficult to understand the complicated web they form much less get a simple visual flow of data lineage and impact analysis.

Data Governance 145

Data Governance Metadata Testing Data Lake 145

erwin

JUNE 22, 2020

Earlier this year, erwin released its 2020 State of Data Governance and Automation (DGA) report. As the 80/20 rule suggests, getting through hundreds, or perhaps thousands of individual business terms using this one-hour meeting model can take … a … long … time. Overcoming the 80/20 Rule with Micro Governance for Metadata.

Metadata 105

Metadata Data Governance Digital Transformation Measurement 105

IBM Big Data Hub

JANUARY 3, 2024

In 2020, the National Institute for Health (NIH) published a report stating that Black Americans died from COVID-19 at higher rates than White Americans, even though they make up a smaller percentage of the population. Empower domain experts to curate and maintain trusted sources of data that are used to train models.

Metadata 73

Metadata Modeling Testing Manufacturing 73

erwin

JANUARY 30, 2020

The 2020 State of Data Governance and Automation (DGA) report is a follow-up to an initial survey we commissioned two years ago to explore data governance ahead of the European Union’s General Data Protection Regulation (GDPR) going into effect. erwin Named a Leader in Gartner 2019 Metadata Management Magic Quadrant.

Data Governance 145

Data Governance Metadata Cost-Benefit Digital Transformation 145

Insight

MARCH 12, 2020

The AIgent was built with BERT, Google’s state-of-the-art language model. In this article, I will discuss the construction of the AIgent, from data collection to model assembly. Data Collection The AIgent leverages book synopses and book metadata. To build the AIgent, I started with synopses and metadata from 100,000 books.

Modeling 59

Modeling Metadata Publishing Sales 59

erwin

OCTOBER 16, 2020

Now to survive and thrive in the face of radical disruption requires radical transformation and new business models. The global pandemic in 2020 has accelerated digital transformation and amplified the value of data in what will become the next normal as the global economy struggles through recovery. Subscribe to the erwin Expert Blog.

Internet of Things 145

Internet of Things Data-driven Uncertainty Data Governance 145

erwin

JULY 12, 2019

equivalent of GDPR] will not become effective until 2020, we believe that new developments in GDPR enforcement may influence the regulatory framework of the still fluid CCPA.”. Creating and automating a curated enterprise data catalog , complete with physical assets, data models, data movement, data quality and on-demand lineage.

Data Governance 110

Data Governance Management Metadata Risk Management 110

Ontotext

MARCH 29, 2021

Vassil Momtchev: RDF-star (formerly known as RDF*) helps in every case, where the user needs to express a complex relationship with metadata associated for a triple like: 1. << retrieved "2020-02-13"^^ xsd:dateTime. retrieved "2020-02-13"^^ xsd:dateTime. Now every PG can be efficiently represented as an RDF model.

Metadata 59

Metadata IT Modeling Experimentation 59

erwin

JANUARY 7, 2021

Unexpected, unprecedented and disruptive, 2020 required radical transformation – within global organizations and our day-to-day lives. This year, that will change as semantic metadata comes into its own driven by Microsoft’s Common Data Model (CDM). I think it’s fair to say that we’re all glad to usher in a New Year.

Metadata 98

Metadata Data Governance Internet of Things IoT 98

Cloudera

AUGUST 3, 2021

January 2020 is a distant memory, but for most, the early days of the pandemic was a time that will be ingrained in memories for decades, if not generations. Consider that e-commerce’s acceleration due to the pandemic saw retailers’ digital sales penetration realize 10 years of growth in just the first three months of 2020 alone. .

Analytics 111

Analytics Digital Transformation Forecasting Risk 111

O'Reilly on Data

FEBRUARY 11, 2020

These include the basics, such as metadata creation and management, data provenance, data lineage, and other essentials. They’re still struggling with the basics: tagging and labeling data, creating (and managing) metadata, managing unstructured data, etc. They don’t have the resources they need to clean up data quality problems.

Data Quality 305

Data Quality Metadata Data Governance Publishing 305

erwin

SEPTEMBER 3, 2020

Data governance and EA also provide many of the same benefits of enterprise architecture or business process modeling projects: reducing risk, optimizing operations, and increasing the use of trusted data. erwin Evolve is a full-featured, configurable set of enterprise architecture and business process modeling and analysis tools.

Data Governance 144

Data Governance Enterprise Risk Data Lake 144

CIO Business Intelligence

SEPTEMBER 6, 2022

When Steve Pimblett joined The Very Group in October 2020 as chief data officer, reporting to the conglomerate’s CIO, his task was to help the enterprise uncover value in its rich data heritage. The whole company rebranded as Very in 2020, the year Pimblett joined. You know, good old DBAs, modelers, and analysts.”.

IT 86

IT Forecasting Data Lake Enterprise 86

erwin

NOVEMBER 13, 2020

Enterprise architecture has been critical to helping businesses navigate the pandemic to ensure business continuity, reimagine their business and operating models, and identify the tools to survive and ultimately thrive in a post-COVID world. Digital Transformation. The key driver of modern EA is the demand for digital transformation.

Enterprise 131

Enterprise Digital Transformation Key Performance Indicator Data-driven 131

Rita Sallam

APRIL 2, 2023

In 2020, we analyzed population health data. Interpretation of our machine learning model suggests buying $50k in building coverage and $100k in warehouse content coverage, as the latter significantly boosts predicted flood claim payouts. They could supplement this data with any other relevant data sets. In Washington.

Optimization 52

Optimization Machine Learning Insurance Risk 52

Cloudera

JUNE 7, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Only a fraction of data created is actually stored and managed, with analysts estimating it to be between 4 – 6 ZB in 2020. We live in a hybrid data world.

IT 115

IT Data Architecture Unstructured Data Big Data 115

Ontotext

JANUARY 26, 2023

The catalog stores the asset’s metadata in RDF. This allows keeping a well-defined representation of the metadata of each asset and enables using a SPARQL endpoint to query it. A major component of the developed solution for integrity checks is the semantic modeling of data. Researchers used GraphDB to store semantic metadata.

Interactive 52

Interactive Metadata Data Integration Data-driven 52

Octopai

APRIL 16, 2020

Some data teams working remotely are making the most of the situation with advanced metadata management tools that help them deliver faster and more accurately, ensuring business as usual, even during coronavirus. By April of 2020, that number had reached 200 million. Smarter Business Intelligence is an Asset During Uncertainty.

Metadata 59

Metadata Business Intelligence Uncertainty Data Quality 59

CDW Research Hub

MAY 29, 2020

Salesforce is an extremely powerful customer relationship management solution offered in a Software as a Service model, which greatly reduces the infrastructure and management needed to operate a solution of this nature. The other thing clients need to consider is protecting the metadata contained within their Salesforce account.

Metadata 53

Metadata Dashboards Reporting Management 53

erwin

FEBRUARY 19, 2021

Metadata management is key to wringing all the value possible from data assets. What Is Metadata? Analyst firm Gartner defines metadata as “information that describes various facets of an information asset to improve its usability throughout its life cycle. It is metadata that turns information into an asset.”.

Metadata 110

Metadata Management Data Quality Cost-Benefit 110

CIO Business Intelligence

JUNE 23, 2022

In the past decade, the amount of structured data created, captured, copied, and consumed globally has grown from less than 1 ZB in 2011 to nearly 14 ZB in 2020. Only a fraction of data created is actually stored and managed, with analysts estimating it to be between 4 – 6 ZB in 2020. We live in a hybrid data world.

IT 82

IT Data Architecture Unstructured Data Big Data 82

Ontotext

NOVEMBER 22, 2020

Gartner’s Hype Cycle of Artificial Intelligence 2020 , includes Ontotext as one of the exemplar vendors list for knowledge graphs. Semantic Objects and the Semantic Objects Modeling Language (SOML) is a simple way to describe business objects or domain objects. Content Enrichment and Metadata Management.

Metadata 72

Metadata Cost-Benefit Unstructured Data Technology 72

O'Reilly on Data

MARCH 18, 2020

Whether it’s controlling for common risk factors—bias in model development, missing or poorly conditioned data, the tendency of models to degrade in production—or instantiating formal processes to promote data governance, adopters will have their work cut out for them as they work to establish reliable AI production lines.

Enterprise 310

Enterprise Deep Learning Data Governance Risk 310

Ontotext

APRIL 21, 2021

In the autumn 2020, one of the ‘Too Big To Fail’ global brands in finance learned a new way to lose a billion dollars in finance. Through rich metadata and automated reasoning , it is possible to express the complexity of assets and their relationships. The lost cash and fines were only part of the problem. Reporting. Conclusion.

Metadata 59

Metadata Finance Cost-Benefit Data Quality 59

IBM Big Data Hub

JUNE 30, 2022

While the share of IT spend dedicated to public cloud is expected to decline by 4% between 2020 and 2023, hybrid and multicloud spend is expected to increase up to 17%. Competition plays harder, and every day, new business models and alternatives driven by data and digitalization surface in almost every industry.

Data Strategy 56

Data Strategy Strategy Business Objectives Data-driven 56

AWS Big Data

MAY 4, 2023

After deployment, the user will have access to a Jupyter notebook, where they can interact with two datasets from ASDI on AWS: Coupled Model Intercomparison Project 6 (CMIP6) and ECMWF ERA5 Reanalysis. The OpenSearch Service domain stores metadata on the datasets connected at the Regions.

Data Processing 95

Data Processing Metadata Informatics Interactive 95

Cloudera

MAY 12, 2021

2020 saw us hosting our first ever fully digital Data Impact Awards ceremony, and it certainly was one of the highlights of our year. Please note that use cases could include but are not limited to: risk modeling, sentiment analysis, next best action recommendation, anomaly detection, natural language generation, and more.

Digital Transformation 70

Digital Transformation Machine Learning Optimization Data Lake 70

CIO Business Intelligence

MARCH 21, 2022

Data science is a fast growing field, with the BLS predicting job growth of 22% from 2020 to 2030. The more high-quality data available to data scientists, the more parameters they can include in a given model, and the more data they will have on hand for training their models. Data scientist salary.

Unstructured Data 135

Unstructured Data Data Analytics Analytics Structured Data 135

BI-Survey

JUNE 7, 2020

For example, you can provide a more precise definition of what you offer as well as additional metadata such as the countries/regions where you offer your services, screenshots of your products and success stories for consultancies. Different sponsorship models will be added at a later stage. How is the powerbimap funded?

Consulting 85

Consulting Visualization Marketing Dashboards 85

TDAN

MAY 31, 2022

In my September 2020 Data is Risky Business column for TDAN.com, I wrote about the strategy lessons for data that we can learn from the writings of a 16thcentury Japanese swordsman. To summarize: – We need to study different disciplines to understand how they relate to each other. Expertise in all is not required, but basic […].

Strategy 52

Strategy Data Architecture Data Strategy Metadata 52

Ontotext

MARCH 8, 2023

With the size of data and dropping attention spans of online users, digital personalization has become one of the top priorities for companies’ business models. Who was my most ESG compliant plant in 2020?” million users. What shipping route is the most fuel efficient?

Enterprise 52

Enterprise Knowledge Discovery Risk Data-driven 52

Alation

OCTOBER 5, 2021

If the same piece of information means 5 things to 5 people, no BI report, Analysis or model will have the same meaning! A big reason a data governance strategy fails is that it lacks a solid or robust knowledge hub to house its information and accumulated metadata. Is it any surprise that decision-makers are feeling overwhelmed?

Data Governance 96

Data Governance Strategy Data Quality Metrics 96

BI-Survey

JUNE 7, 2020

For example, you can provide a more precise definition of what you offer as well as additional metadata such as the countries/regions where you offer your services, screenshots of your products and success stories for consultancies. Different sponsorship models will be added at a later stage. How is the powerbimap funded?

Consulting 40

Consulting Visualization Marketing Dashboards 40

Octopai

MARCH 23, 2022

If you’re a conscientious data scientist, you’re going to clean up your data before using it to make models, predictions and recommendations. Even as data science has progressed, data cleaning still takes over 25% of data scientists’ work time , according to a 2020 survey by Anaconda. Need to prove the accuracy of your internal models?

Data Quality 91

Data Quality Reporting Modeling Interactive 91