Dynamic Expressiveness of Logics

逻辑的动态表达

基本信息

项目摘要

Enormous amounts of data, subject to frequent updates, constitute a recent challenge for data management systems.Data used and maintained by search engines is continuously updated by incoming messages. Relationships in social networks are changing frequently, with various consequences for the visibility of data for other users.In such dynamical settings it is often - in view of efficiency - impossible to compute neccessary information from scratch after each update on the data. Instead, it can be incrementally computed with so-called 'dynamic algorithms'. Those algorithms work on the basis of the updated data and precomputed auxiliary information.However, in many applications of computer science, queries are nowadays not formulated as algorithms, but by means of declarative specification languages. Users only describe desired properties of the query results but not how they have to be computed. Usually, such declarative specification languages are based on logics. For example, temporal logics are the basis of specification languages for automatic verification, predicate logic for query languages for databases and description logics for ontologies.The focus of this project is on the expressivity of logics used as specification languages in dynamic scenarios, that is, the ability of such logics to describe queries in an incremental fashion.The last major, systematic exploration of this area of research has been undertaken in the dissertation project of Hesse, 2003. Since then the state of the art was dominated by sporadic results, some of which were obtained by the author of this proposal. An up-to-date comprehensive examination of this area, taking fresh research perspectives into account, is thus lacking.In this project, new techniques for enlarging the class of incrementally expressible queries shall be develloped systematically. While doing so, we aim at develloping methods for exploring the borders of expressivity of such logics, too. Finally - similar to the classical, "non-dynamic" case - connections between dynamic expressivity of logical specification languages and algorithmic dynamic complexity shall be examined.
大量且频繁更新的数据对数据管理系统构成了近期的挑战。搜索引擎使用和维护的数据通过传入消息不断更新。社交网络中的关系经常发生变化,这会对其他用户的数据可见性产生各种影响。在这种动态设置中,考虑到效率,通常不可能在每次数据更新后从头开始计算必要的信息。相反,它可以通过所谓的“动态算法”增量计算。这些算法在更新的数据和预先计算的辅助信息的基础上工作。然而,在计算机科学的许多应用中,查询现在不是被表述为算法,而是通过声明性规范语言来表述。用户仅描述查询结果所需的属性,而不描述如何计算它们。通常,这种声明性规范语言是基于逻辑的。例如,时态逻辑是自动验证规范语言的基础,谓词逻辑是数据库查询语言的基础,是本体描述逻辑的基础。本项目的重点是动态场景中用作规范语言的逻辑的表达能力,即这种逻辑以增量方式描述查询的能力。该研究领域的最后一次重大、系统的探索是在论文项目中进行的。 Hesse,2003。从那时起,最先进的技术就被零星的结果所主导,其中一些结果是由该提案的作者获得的。因此,缺乏对这一领域的最新全面审查,考虑到新的研究视角。在这个项目中,将系统地开发用于扩大增量可表达查询类别的新技术。在这样做的同时,我们的目标也是开发探索这种逻辑的表达性边界的方法。最后 - 类似于经典的“非动态”情况 - 应检查逻辑规范语言的动态表达性和算法动态复杂性之间的联系。

项目成果

期刊论文数量(10)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
A Strategy for Dynamic Programs: Start over and Muddle Through
  • DOI:
    10.23638/lmcs-15(2:12)2019
  • 发表时间:
    2017-04
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Samir Datta;A. Mukherjee;T. Schwentick;N. Vortmeier;T. Zeume
  • 通讯作者:
    Samir Datta;A. Mukherjee;T. Schwentick;N. Vortmeier;T. Zeume
Reachability and Distances under Multiple Changes
多次变化下的可达性和距离
  • DOI:
    10.4230/lipics.icalp.2018.120
  • 发表时间:
    2018
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Samir Datta;Anish Mukherjee;Nils Vortmeier;Thomas Zeume
  • 通讯作者:
    Thomas Zeume
The dynamic descriptive complexity of k-clique
k-clique的动态描述复杂度
  • DOI:
    10.1016/j.ic.2017.04.005
  • 发表时间:
    2017
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Thomas Zeume
  • 通讯作者:
    Thomas Zeume
Static Analysis for Logic-based Dynamic Programs
基于逻辑的动态程序的静态分析
  • DOI:
    10.4230/lipics.csl.2015.308
  • 发表时间:
    2015
  • 期刊:
  • 影响因子:
    0
  • 作者:
    Thomas Schwentick;Nils Vortmeier;Thomas Zeume
  • 通讯作者:
    Thomas Zeume
Reachability Is in DynFO
  • DOI:
    10.1145/3212685
  • 发表时间:
    2018-09-01
  • 期刊:
  • 影响因子:
    2.5
  • 作者:
    Datta, Samir;Kulkarni, Raghav;Zeume, Thomas
  • 通讯作者:
    Zeume, Thomas
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Professor Dr. Thomas Schwentick其他文献

Professor Dr. Thomas Schwentick的其他文献

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{{ truncateString('Professor Dr. Thomas Schwentick', 18)}}的其他基金

Non-classical Logics on Labelled Structures with Data
带数据的标记结构的非经典逻辑
  • 批准号:
    75507430
  • 财政年份:
    2008
  • 资助金额:
    --
  • 项目类别:
    Research Grants
Formale Grundlagen von XML-Anfragen unter besonderer Berücksichtigung von XQuery
XML 查询的形式化基础知识,特别考虑 XQuery
  • 批准号:
    5448185
  • 财政年份:
    2005
  • 资助金额:
    --
  • 项目类别:
    Research Grants
Foundations of work-efficient constant-time parallel dynamic and static algorithms
高效工作的恒定时间并行动态和静态算法的基础
  • 批准号:
    523044065
  • 财政年份:
  • 资助金额:
    --
  • 项目类别:
    Research Grants

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