Making smarter connections with knowledge graphs
Data fabric is the next level of maturity for data integration, and it can make very effective use of knowledge graph technology.
SHAKING UP ECM WITH COMPOSABLE CONTENT SERVICES: ONE PLUS ONE EQUALS THREE
The ease of integration that's foundational to composability supports low-code or no-code application building by automating measures that redress differences in data models and semantics.
KMWorld 100 Companies That Matter in Knowledge Management 2022
Flexibility, agility, and the ability to pivot continue to be essential characteristics of winning companies. Organizations must have the right tools and products so they can break down information silos, better understand the experiences of their customers and employees, uncover trends, expand collaboration, deploy AI and machine learning appropriately, and take advantage of automation to lighten the burden of mundane, repetitive tasks.
Looking to the future: 2022 KM outlook
The most drastic change KM has grappled with in the 2020s is the explosion of remote and hybrid work, which sparked an urgent need to enable virtual communication and critical information access.
Turning data into gold: Knowledge graphs, AI, and machine learning
Implementing knowledge graphs is either a direct requirement or best practice for the most effectual AI techniques—many of which have significant knowledge management consequences.
Workflow automation: Fast growing across the enterprise
To meet the increasing expectations posed by sophisticated, cross-departmental workflows and more complex buyer journeys, it is necessary to have shared, unified data.
KMWorld Readers' Choice Award 2021 Winners
The categories for the 2021 KMWorld Readers' Choice Awards were wide-ranging. In all, there were 14 areas in which products and technologies could be nominated and ultimately voted upon. They include business process management, cognitive computing and AI, customer service and support, e-discovery, knowledge graphs, text analytics and NLP.
2021 Readers' Choice Award - Best Knowledge Graphs: Franz AllegroGraph
The accelerating adoption in the enterprise of the Knowledge Graph approach, which unifies business data with knowledge bases, industry terms, and domain knowledge, is clearly the future of AI and advanced analytics.
Modern customer service—More social, more intelligent
Efficiency has been a big motivator for the use of RPA; in customer support applications, a goal has been to use bots to help agents reduce handle time for customer calls.
Top considerations for ECM and content services
Content services' contemporary reliance on advanced analytics and cloud connectivity means more than an improved ability to meet its goals—which are increasingly taking the form of process automation.
KMWorld AI50 : The Companies Empowering Intelligent Knowledge Management 2021
The importance of AI is underscored by forecasts for revenue growth. Worldwide revenues for the AI market, including software, hardware, and services, are forecast to grow 16.4% year over year in 2021 to $327.5 billion, according to the latest release of the IDC Worldwide Semiannual Artificial Intelligence Tracker. To help spotlight innovation in knowledge management, KMWorld presents the annual KMWorld AI 50, a list of vendors that are helping their customers excel in an increasingly competitive marketplace by imbuing products and services with intelligence and automation.
Mastering blockchain for traceability and trust
The unalterable nature of blockchain data means the consistency and correctness createan unassailable trust for numerous enterprise use cases.
The growing role of AI in the modern contact center
The global market for contact center software was $20.5 billion in 2020 and is predicted to grow 21% per year until 2028, according to Grand View Research. Within this market, interactive voice response (IVR) accounted for 23% of revenue and services for 42%. Despite a steady move to the cloud, on-premise solutions still accounted for 59% of the market. This proportion is likely to reverse within a few years, however, because of the agility, ease of maintenance, and ability to support remote workers that cloudbased contact centers provide.
KNOWLEDGE MANAGEMENT Industry Trends 2021
The need for technology-supported collaboration increased dramatically due to COVID-19—and a hybrid work environment is likely to remain the norm even after the impact of the pandemic subsides.
Understanding What Matters With Text Analytics and NLP
There's no limit to the business value that can be derived from parsing, appropriately contextualizing, classifying, and extracting text with NLP.
Cognitive computing: Building blocks
Machine learning is a part of many AI applications. The learning process is iterative; first, part of a dataset is input and analyzed, and a model is developed based on patterns and correlations among the factors in the analyses.
Graph databases team up with BI: It’s all about relationships
BI software, which is widely used and deeply embedded in many enterprises, can be enhanced bygraph databases that focus on connections.
Information governance 101: The regulatory compliance survival kit
Mapping data's flow throughout the enterprise is pivotal for securing information assets since it allows organizations to consider what they're trying to protect and what that requires.
From back-end developers to mission-critical workplace automation: The low-code advantage
The advantages of workplace automation are predicated on improving enterprise efficiency, which typically takes two forms: perfecting the automated steps in workflows and uncovering new processes to automate.
Text analytics reaches new territory
If you only want to sort through documents and classify them, text analytics may not be necessary, but if you are interested in understanding the meaning of the text for purposes such as concept extraction, then text analytics provides the best approach.