Dr. Ulli Waltinger
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Applied Artificial Intelligence & Machine Learning Research
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Market Intelligence: Linked Data-driven Entity Resolution for Customer and Competitor Analysis

Market Intelligence: Linked Data-driven Entity Resolution for Customer and Competitor Analysis

7. Juli 2013 · by Ulli Waltinger · in Project, Publications

Abstract: In this paper, we present a linked data-driven method for named entity recognition and disambiguation which is applied within an industry customer and competitor analysis application. The proposed algorithm primarily targets the domain of geoparsing and geocoding, but it…

GermanPolarityClues - A Lexical Resource for German Sentiment Analysis

GermanPolarityClues – A Lexical Resource for German Sentiment Analysis

11. November 2012 · by Ulli Waltinger · in Project, Publications

Feel free to use/download the GermanPolarityClues dictionary, a new publicly available lexical resource for sentiment analysis for the German language. The resource offers a number of 10.141 polarity features, associated to three numerical polarity scores, determining the positive, negative and…

Polarity Reinforcement: Sentiment Polarity Identification By Means Of Social Semantics

Polarity Reinforcement: Sentiment Polarity Identification By Means Of Social Semantics

22. Juli 2009 · by Ulli Waltinger · in Project, Publications

Title: Polarity Reinforcement: Sentiment Polarity Identification By Means Of Social SemanticsAuthors: Ulli WaltingerPub/Conf:  IEEE Africon 2009 Abstract:We propose a combination of machine learning and socially constructed concepts for the task of sentiment polarity identification. Detecting words with polarity is difficult…

About

Ulli Waltinger is the Global Head of Artificial Intelligence & New Technologies at Siemens Advanta, prior Vice President & Partner for Artificial Intelligence & IoT at Siemens Advanta and a Fellow of the Siemens AI Lab. Prior he was the Head of the Machine Intelligence Research Group and the Technology Head of the Siemens AI Lab at Siemens Corporate Technology, Siemens’ global research organization

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AI Artificial Intelligence Deep Learning Industrial AI Information Retrieval KI Knowledge Graph Künstliche Intelligenz Machine Intelligence Machine Learning Natural Language Processing Question Answering Responsible AI Siemens SiemensAI Siemens AI Siemens AI Lab Siemens Artificial Intelligence Social Semantics statistical modeling Sustainability Symbolic Learning

Neue Beiträge

  • Podcast: Innovation, Agents, & Democratizing Intelligence, Richard Socher, 2. September 2025 2. September 2025
  • Podcast: Leading with Purpose in the Age of AI, Judith Wiese, 21st of August 2025 21. August 2025
  • Podcast: Industrial AI in Pharma & Life Science, 1st of June 2025 19. Juni 2025

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