TripICS - a Web Service Composition System for Planning Trips and Travels (extended abstract)

A. Niewiadomski, W. Penczek
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引用次数: 2

Abstract

Automatic composition of Web services is a very active area of research which has provided a lot of important results [10, 1, 15, 6] as well as many implemented approaches [11, 12, 2, 3, 13]. In this paper we present the system TripICS a real-life application of our Web service composition system PlanICS [8, 9, 13] to planning trips and travels around the world. While there are systems offering some support for planning excursions and travels [4, 5], our system uses advanced automated concrete planning methods [13, 16, 14]. TripICS is a specialization of the concrete planning viewed as a constrained optimization problem to the ontology containing services provided by hotels, airlines, railways, museums etc. The system finds an optimal plan (solution) satisfying the requirements of the user by applying the most efficient concrete planners of PlanICS based on a combination of an SMT-solver [7] with the nature inspired algorithm: GA, SA, and GEO [16, 14]. Contrary to PlanICS, the first phase of planning, called abstract planning, is realized by TripICS in a semi-automatic way by giving the user a possibility to choose the elements of an abstract plan using a Graphical User Interface (GUI). In the remainder we present: the description of the system TripICS, the theory behind it, and the implementation followed by some experimental results and conclusions.
triics -规划旅行和旅行的Web服务组合系统(扩展摘要)
Web服务的自动组合是一个非常活跃的研究领域,它已经提供了许多重要的结果[10,1,15,6]以及许多实现的方法[11,12,2,3,13]。在本文中,我们介绍了triics系统,这是我们的Web服务组合系统PlanICS[8,9,13]的一个实际应用,用于计划旅行和环游世界。虽然有些系统为规划短途旅行和旅行提供了一些支持[4,5],但我们的系统使用了先进的自动化具体规划方法[13,16,14]。TripICS是具体规划的专业化,被视为包含酒店、航空公司、铁路、博物馆等提供的服务的本体的约束优化问题。该系统基于smt求解器[7]与自然启发算法:GA、SA和GEO[16,14]相结合,应用PlanICS中最有效的混凝土规划器,找到满足用户需求的最优方案(解)。与PlanICS相反,规划的第一阶段(称为抽象规划)是由TripICS以半自动的方式实现的,它允许用户使用图形用户界面(GUI)选择抽象规划的元素。在其余部分中,我们将介绍triics系统的描述,其背后的理论,以及随后的一些实验结果和结论的实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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