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  1. Ideen auf Knopfdruck
    wie wir mithilfe von künstlicher Intelligenz unser volles Potenzial entfalten können
    Author: Hoffman, Reid
    Published: [2023]
    Publisher:  Plassen Verlag, Kulmbach

    Location:
    Staatsbibliothek Bamberg
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    Hochschule Landshut, Hochschule für Angewandte Wissenschaften, Bibliothek
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    Bayerische Staatsbibliothek
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    Universitätsbibliothek der LMU München
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  2. Automatic product classification in international trade
    machine learning and large language models
    Author: Marra de Artiñano, Ignacio; Riottini Depetris, Franco; Volpe Martincus, Christian
    Published: July 2023
    Publisher:  Inter-American Development Bank, Integration and Trade Sector, [Washington, DC]

    Accurately classifying products is essential in international trade. Virtually all countries categorize products into tariff lines using the Harmonized System (HS) nomenclature for both statistical and duty collection purposes. In this paper, we... more

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    Resolving-System (kostenfrei)

    Location:
    ZBW - Leibniz-Informationszentrum Wirtschaft, Standort Kiel
    Signature:
    DS 144
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    Accurately classifying products is essential in international trade. Virtually all countries categorize products into tariff lines using the Harmonized System (HS) nomenclature for both statistical and duty collection purposes. In this paper, we apply and assess several different algorithms to automatically classify products based on text descriptions. To do so, we use agricultural product descriptions from several public agencies, including customs authorities and the United States Department of Agriculture (USDA). We find that while traditional machine learning (ML) models tend to perform well within the dataset in which they were trained, their precision drops dramatically when implemented outside of it. In contrast, large language models (LLMs) such as GPT 3.5 show a consistently good performance across all datasets, with accuracy rates ranging between 60% and 90% depending on HS aggregation levels. Our analysis highlights the valuable role that artificial intelligence (AI) can play in facilitating product classification at scale and, more generally, in enhancing the categorization of unstructured data.

     
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    Source: Union catalogues
    Language: English
    Media type: Book
    Format: Online
    Other identifier:
    hdl: 10419/299437
    Edition: This version: July 2023
    Series: IDB working paper series ; no IDB-WP-01494
    Subjects: Product Classification; Machine Learning; Large Language Models; Trade
    Scope: 1 Online-Ressource (circa 37 Seiten), Illustrationen
  3. Ideen auf Knopfdruck
    wie wir mithilfe von künstlicher Intelligenz unser volles Potenzial entfalten können
    Author: Hoffman, Reid
    Published: 2023
    Publisher:  Plassen Verlag, Kulmbach

    ChatGPT ist in aller Munde. Künstliche Intelligenz wird für uns alle damit zum ersten Mal greif- und erlebbar. Die Chancen verblüffen ... aber was ist mit den Risiken? Verdrängt die Technologie uns? Silicon-Valley-Insider Reid Hoffman gehört zu den... more

    Location:
    Fachhochschule für Verwaltung und Dienstleistung, Bibliothek
    Signature:
    WA 73.12 003 /01
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    Location:
    Hochschule für Gestaltung Schwäbisch Gmünd, Bibliothek
    Signature:
    006.3 Hof
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    Location:
    Hochschule der Medien, Bibliothek Standort Nobelstr.
    Signature:
    Kal
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    Location:
    Hochschulbibliothek Weingarten
    Signature:
    ST 300 H711 I1
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    ChatGPT ist in aller Munde. Künstliche Intelligenz wird für uns alle damit zum ersten Mal greif- und erlebbar. Die Chancen verblüffen ... aber was ist mit den Risiken? Verdrängt die Technologie uns? Silicon-Valley-Insider Reid Hoffman gehört zu den ersten Investoren in OpenAI, das Unternehmen, welches ChatGPT entwickelt hat. Wie schätzt jemand wie er die Chancen und die Risiken ein? Was bringt ihm ChatGPT für seine eigene Tätigkeit? Inspiration oder Frustration? Und wie schlagen wir Kapital aus den enormen Möglichkeiten, die die KI uns eröffnet? Wie schaffen wir es, die Technologie zu beherrschen und nicht von ihr beherrscht zu werden? Diesen Fragen nähert sich Hoffman in "Ideen auf Knopfdruck". Er drückt auf den Knopf und macht GPT-4 zum Co-Autor, testet aus, was dieses Large Language Model alles kann, lässt sich verblüffen und inspirieren. Amüsante und faszinierende Dialoge zwischen den beiden machen deutlich, was die KI kann - und Hoffman zeigt uns, wie auch wir sie zu unserem Vorteil nutzen können. LLM Large Labguage Models

     
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    Source: Union catalogues
    Language: German
    Media type: Book
    Format: Print
    ISBN: 9783864709425; 3864709423
    Other identifier:
    9783864709425
    RVK Categories: ST 300
    Edition: 1. Auflage
    Subjects: Künstliche Intelligenz
    Other subjects: Bildung; ChatGPT; Chatbots; Disruption; GPT-4; Innovation; Internet; Justizwesen; KI; Kreativität; Kunst; Künstliche Intelligenz; LLM; Large Language Models; Literatur; Musik; Soziale Medien; Technologie; WWW
    Scope: 240 Seiten, 21.5 cm x 13.5 cm
  4. Conducting qualitative interviews with AI
    Author: Chopra, Felix; Haaland, Ingar
    Published: [2023]
    Publisher:  CEBI, Department of Economics, University of Copenhagen, Copenhagen

    Qualitative interviews are one of the fundamental tools of empirical social science research and give individuals the opportunity to explain how they understand and interpret the world, allowing researchers to capture detailed and nuanced insights... more

    Access:
    Verlag (kostenfrei)
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    Location:
    ZBW - Leibniz-Informationszentrum Wirtschaft, Standort Kiel
    Signature:
    DS 814
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    Qualitative interviews are one of the fundamental tools of empirical social science research and give individuals the opportunity to explain how they understand and interpret the world, allowing researchers to capture detailed and nuanced insights into complex phenomena. However, qualitative interviews are seldom used in economics and other disciplines inclined toward quantitative data analysis, likely due to concerns about limited scalability, high costs, and low generalizability. In this paper, we introduce an AI-assisted method to conduct semi-structured interviews. This approach retains the depth of traditional qualitative research while enabling large-scale, cost-effective data collection suitable for quantitative analysis. We demonstrate the feasibility of this approach through a large-scale data collection to understand the stock market participation puzzle. Our 395 interviews allow for quantitative analysis that we demonstrate yields richer and more robust conclusions compared to qualitative interviews with traditional sample sizes as well as to survey responses to a single open-ended question. We also demonstrate high interviewee satisfaction with the AI-assisted interviews. In fact, a majority of respondents indicate a strict preference for AI-assisted interviews over human-led interviews. Our novel AI-assisted approach bridges the divide between qualitative and quantitative data analysis and substantially lowers the barriers and costs of conducting qualitative interviews at scale.

     
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    Source: Union catalogues
    Language: English
    Media type: Book
    Format: Online
    Other identifier:
    hdl: 10419/298540
    Edition: This version: September 15, 2023
    Series: CEBI working paper series ; 23, 06
    Subjects: Artificial Intelligence; Interviews; Large Language Models; Qualitative Methods; Stock Market Participation
    Scope: 1 Online-Ressource (circa 73 Seiten), Illustrationen
  5. Ideen auf Knopfdruck
    wie wir mithilfe von künstlicher Intelligenz unser volles Potenzial entfalten können
    Author: Hoffman, Reid
    Published: [2023]
    Publisher:  Plassen Verlag, Kulmbach

    Export to reference management software   RIS file
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    Content information
    Source: Union catalogues
    Language: German
    Media type: Book
    Format: Print
    ISBN: 9783864709425; 3864709423
    Other identifier:
    9783864709425
    DDC Categories: 300
    Other subjects: künstliche Intelligenz; KI; ChatGPT; GPT-4; Large Language Models; LLM; Internet; WWW; soziale Medien; Zukunft der Arbeit; Chatbots; fake news; Technologie; Disruption; Bildung; Justizwesen; Kreativität; Innovation; Kunst; Literatur
    Scope: 240 Seiten, 22 cm
  6. Ideen auf Knopfdruck
    Wie wir mithilfe von künstlicher Intelligenz unser volles Potenzial entfalten können
    Author: Hoffman, Reid
    Published: 2023
    Publisher:  Plassen Verlag, Kulmbach

  7. Ideen auf Knopfdruck
    wie wir mithilfe von künstlicher Intelligenz unser volles Potenzial entfalten können
    Author: Hoffman, Reid
    Published: [2023]
    Publisher:  Plassen Verlag, Kulmbach