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  1. Proceedings of the The 11th International Knowledge Management in Organizations Conference on The changing face of Knowledge Management Impacting Society (KMO '16)
  2. Why Knowledge when Data Suffices
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Why Knowledge when Data Suffices
Integrating Supply Chain by the Supply Chain Operation Referential Model
An Adaptive Procedure for Settling Multiple Issues in Bilateral Negotiation with Time Constraints
Translating Process Mining Results into Intelligible Business Information
IMR based Anonymization for Privacy Preservation in Data Mining
MDBSCAN: Multi-level Density Based Spatial Clustering of Applications with Noise
Improving the Business Processes Management from the Knowledge Management
Deploying the Measurement of Knowledge Management using the Balanced Scorecard
Knowledge Transfer in Internships from a students' perspective
Developing Entrepreneurial Education at the University Focused on Start-ups
Future prospects for knowledge management in the field of health
Sense Making in a Small Renovation Planning Process
Indigenous knowledge research in Kenya: a bibliometric analysis
Of clouds and cables: what do students need when they learn with technology?
Learning Enterprise Resource Planning (ERP) through Business Simulation Game
Computationally Efficient Fault Tolerant ANTS
Exploring data by PCA and k-means for IEEE Xplore digital library
Providing Support for Automated Product Data Quality Assurance: A Case Study
A multi-label community discovery algorithm based on the community kernel
Positive Knowledge Management: Changing Perceptions towards Knowledge Processes in Organizations
The Originals of Knowledge-Based System Development Risks
Knowledge Sharing Through E-Government Portal
Knowledge Management in Distance Education: an Exploratory Case Study with Group Storytelling Approach
Agent based Semantic Internet of Things (IoT) in Smart Health care
The Perceived Values of Service Industry Innovation Research Subsidiary in Taiwan
Uncovering the Competency of Middle Managers in Different Business Environments: A Knowledge Management Perspective
Digital Co-Creation and Augmented Learning
Putting Education Back Into Place: Exploring the Potential of Locative Learning Through Mobile Technologies
A Multi relational Framework for Knowledge Classification using Fuzzy Decision Tree in Biological System
A Study on the Efficient R&D Theme Selection Method with Machine Learning
Influence of News on Individual Confidence Bias in Stock Markets
Semantic Mediation of Metadata for Marine Geochemical Data Integration
Exploring Chaotic Performance in Projects and its Relationship with Knowledge Creation Process
A case study on system integration efforts involved in achieving fast data in a financial industry
Creating incentives for knowledge sharing: combining context and signaling
Open Educational Resources (OER) Mobilization and Intellectual Capital: a Case Study
Knowledge management applied to Supervision and Control System of Demand Electric for Domestic Use
On Demand Innovative Course for Regional Development
The Impact of Corporate Social Responsibility on the Firm's Financial Performance: the case of Publicly Listed Companies in the United Arab Emirates
A New Approach in Face Recognition: Duplicating Facial Images Based on Correlation Study
Study on dual K-means algorithm in collaborative filtering system based on web log
Measuring the Effect of Social Network Data on Music Recommendation
Knowledge marketplaces: enhancing knowledge creation and diffusion amongst national civil society organisations in developing countries
Demonstration and Verification System Design for Data Processing
Knowledge sharing techniques amongst "Jua kali" artisans in Kenya
Adoption of Bring Your Own Device in HE & FE Institutions
Co creation of value for Tunisian Environmental Scanning Agriculture Observator
Impact of Knowledge Management and Change Management on the Effectiveness of the Firm: Evidence from the Russian Companies
One Cloud Computing Node In One IP
Enablers and Barriers of Knowledge Spiral: A Case Study
Cyber Security & Ethical Hacking For SMEs
Knowledge Management Role on Creating Service Excellence: Case Study on Building Materials Supermarket In the city of Sampit - Indonesia
Information Security Recipe in Small- and Medium-Sized Enterprises: An Interpretive Study in Japan

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Why Knowledge when Data Suffices

Content Provider ACM Digital Library
Author Wu, Sheng-Chuan
Abstract According to the classic knowledge pyramid, we turn the data we collect into information by applying its context. We then interpret the information to derive knowledge from it. Our focus on knowledge management stem from our belief that knowledge is what provides value to our endeavors. Is this paradigm still true with the explosive growth in Big Data? One of the most obvious examples is language translation. By employing machine learning on the massive multilingual text data, Google Translate, without natural language understanding, outperforms traditional natural language processing (NLP) methods when it comes to translation. Medical science is another good example. Since the sequencing of the human genome in 2003, we have dreamed about treating patients more effectively based on their genomic profile. Such a dream remains elusive due to the complexity of system biology. On the other hand, major progress can be and has been made in "targeted medicine" with machine learning on the accumulated patient medical data. In essence, we can uncover ways to help patient treatment directly from the data without knowing how and why it works precisely. Using Big Data to derive value brings another set of management problems, namely the heterogeneous nature of data sources, different taxonomies, the enormous size of data volume, and large-scale data analytic processing requirements. We will discuss all these issues and show some examples at this talk.
Starting Page 1
Ending Page 1
Page Count 1
File Format PDF
ISBN 9781450340649
DOI 10.1145/2925995.2926050
Language English
Publisher Association for Computing Machinery (ACM)
Publisher Date 2016-07-25
Publisher Place New York
Access Restriction Subscribed
Subject Keyword Distributed analytics Data integration Big data Knowledge management Semantic technology
Content Type Text
Resource Type Article
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