Semantic knowledge networks - trustworthy AI for innovative business applications

被引:0
|
作者
Munk, Katharina [1 ]
机构
[1] Klarso GmbH, Schwartzkopff Str 7, D-10115 Berlin, Germany
来源
INFORMATION-WISSENSCHAFT UND PRAXIS | 2022年 / 73卷 / 2-3期
关键词
Artificial intelligence; NLP; Semantics; Semantic network; Language statistics; Knowledge network; Knowledge organization;
D O I
10.1515/iwp-2021-2194
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Semantic software technologies transform large quantities of structured and unstructured data into computer-readable and computer-usable knowledge networks. The creation and maintenance of knowledge networks are achieved through agile interaction between humans and computers. With customized editors, Natural Language Processing, semantic classification and self-learning processes, context and text understanding gradually and increasingly mature. Such knowledge networks deliver explainable and comprehensible results. They are of great value for research and companies in every industry and open the door to innovative applications both within companies and for customers: Examples include editorial systems and product information systems with content and formal support for new digital information services and products, 360 degrees input for business decisions and search and aggregation of semantic connections in existing content.
引用
收藏
页码:97 / 102
页数:6
相关论文
共 50 条
  • [1] Invertible Neural Networks for Trustworthy AI
    Schwab, Malgorzata
    Biswas, Ashis Kumer
    2023 IEEE 35TH INTERNATIONAL CONFERENCE ON TOOLS WITH ARTIFICIAL INTELLIGENCE, ICTAI, 2023, : 480 - 485
  • [2] Semantic association identification and knowledge discovery for business applications
    Xiang Peisu
    Tian Ke
    Huang Qinzhen
    PROCEEDINGS OF THE INTERNATIONAL CONFERENCE INFORMATION COMPUTING AND AUTOMATION, VOLS 1-3, 2008, : 480 - +
  • [3] Augmenting Deep Neural Networks with Symbolic Educational Knowledge: Towards Trustworthy and Interpretable AI for Education
    Hooshyar, Danial
    Azevedo, Roger
    Yang, Yeongwook
    MACHINE LEARNING AND KNOWLEDGE EXTRACTION, 2024, 6 (01): : 593 - 618
  • [4] Trustworthy Semantic Web Technologies for Secure Knowledge Management
    Thuraisingham, Bhavani
    Parikh, Pranav
    EUC 2008: PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON EMBEDDED AND UBIQUITOUS COMPUTING, VOL 2, WORKSHOPS, 2008, : 186 - 193
  • [5] Semantic integration of business applications across collaborative value networks
    Bouras, Athanasios
    Gouvas, Panagiotis
    Kourtesis, Dirnitrios
    Mentzas, Gregoris
    ESTABLISHING THE FOUNDATION OF COLLABORATIVE NETWORKS, 2007, 243 : 539 - 546
  • [6] Semantic integration of business applications across collaborative value networks
    Institute of Communication and Computer Systems, National Technical University of Athens, 9, Iroon Polytechniou Str, Zografou, Athens
    15780, Greece
    不详
    IFIP Advances in Information and Communication Technology, 2007, (539-546) : 539 - 546
  • [7] Innovative applications of AI awards
    不详
    IEEE INTELLIGENT SYSTEMS, 2001, 16 (05) : 8 - 8
  • [8] Generative AI-Driven Semantic Communication Networks: Architecture, Technologies, and Applications
    Liang, Chengsi
    Du, Hongyang
    Sun, Yao
    Niyato, Dusit
    Kang, Jiawen
    Zhao, Dezong
    Imran, Muhammad Ali
    IEEE TRANSACTIONS ON COGNITIVE COMMUNICATIONS AND NETWORKING, 2025, 11 (01) : 27 - 47
  • [9] Semantic Blockchain Software Tools and Services for Trustworthy Applications - ONTOCHAIN
    Shkembi, Klevis
    Kochovski, Petar
    Papaioannou, Thanasis G.
    Barelle, Caroline
    Simonet-Boulogne, Anthony
    Ciaramella, Marco
    Stankovski, Vlado
    2023 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND COMPUTATIONAL INTELLIGENCE, CSCI 2023, 2023, : 1598 - 1602
  • [10] IAAI - INNOVATIVE TRENDS IN AI APPLICATIONS
    ELIOT, LB
    IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1989, 4 (03): : 78 - 79