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PaMpeR: Proof Method Recommendation System for Isabelle/HOL

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21230%2F18%3A00329580" target="_blank" >RIV/68407700:21230/18:00329580 - isvavai.cz</a>

  • Alternative codes found

    RIV/68407700:21730/18:00329580

  • Result on the web

    <a href="https://dl.acm.org/citation.cfm?id=3238210&dl=ACM&coll=DL" target="_blank" >https://dl.acm.org/citation.cfm?id=3238210&dl=ACM&coll=DL</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1145/3238147.3238210" target="_blank" >10.1145/3238147.3238210</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    PaMpeR: Proof Method Recommendation System for Isabelle/HOL

  • Original language description

    Deciding which sub-tool to use for a given proof state requires expertise specific to each interactive theorem prover (ITP). To mitigate this problem, we present PaMpeR, a proof method recommendation system for Isabelle/HOL. Given a proof state, PaMpeR recommends proof methods to discharge the proof goal and provides qualitative explanations as to why it suggests these methods. PaMpeR generates these recommendations based on existing hand-written proof corpora, thus transferring experienced users’ expertise to new users. Our evaluation shows that PaMpeR correctly predicts experienced users’ proof methods invocation especially when it comes to special purpose proof methods.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

  • OECD FORD branch

    10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Result continuities

  • Project

    <a href="/en/project/EF15_003%2F0000466" target="_blank" >EF15_003/0000466: Artificial Intelligence and Reasoning</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2018

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceedings of the 33rd ACM/IEEE International Conference on Automated Software Engineering

  • ISBN

    978-1-4503-5937-5

  • ISSN

  • e-ISSN

  • Number of pages

    11

  • Pages from-to

    362-372

  • Publisher name

    ACM

  • Place of publication

    New York

  • Event location

    Montpellier

  • Event date

    Sep 3, 2018

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000553784500036