To address the dynamic characteristics of post-sales field service management, this paper proposes a three-stage field service management (3S-FSM) model with optimization and advanced information technology capabiliti...
详细信息
To address the dynamic characteristics of post-sales field service management, this paper proposes a three-stage field service management (3S-FSM) model with optimization and advanced information technology capabilities for effective post-sales e-service supply chain management. the 3S-FSM model involves a novel approach to creating a new paradigm of supply chain management, called e-service supply chain management. Specifically, the proposed model focuses on implementing integrated condition-based maintenance (CBM) and intelligent field service scheduling solutions in four areas: (1) prognostic CBM capabilities enabled by data mining, (2) pre-scheduling service territory and field service planning by mathematical programming and service job clustering techniques, (3) multi-criteria field service scheduling and post-scheduling systems learning using fuzzy logic, and (4) web-centric information sharing and knowledge management for enhancing service supply chain performance and integrating and streamlining the entire supply chain operations.
the design pattern concept is widely used in large object-oriented software development, but this should not be limited to the object-oriented field: it can be used in many other areas. Explicit parallel programming i...
详细信息
the design pattern concept is widely used in large object-oriented software development, but this should not be limited to the object-oriented field: it can be used in many other areas. Explicit parallel programming is well-known to be complex and error-prone, and design patterns can ease this work. this paper introduces a pattern-based approach for parallel programming, in which we classify design patterns into two levels to support (a) the parallel algorithm design phase and (b) the parallel coding phase, respectively. through this approach, a programmer doesn't need much additional knowledge about parallel computing; what he need to do is to describe the problem he wants to solve and offer some parameters, sequential code or components. We demonstrate this approach with a case study in this paper.
this paper reports a pilot study, in which Constraint Grammar inspired rules were learnt using the Progol machine-learning system. Rules discarding faulty readings of ambiguously tagged words were learnt for the part ...
详细信息
this paper reports a pilot study, in which Constraint Grammar inspired rules were learnt using the Progol machine-learning system. Rules discarding faulty readings of ambiguously tagged words were learnt for the part ...
this paper reports a pilot study, in which Constraint Grammar inspired rules were learnt using the Progol machine-learning system. Rules discarding faulty readings of ambiguously tagged words were learnt for the part of speech tags of the Stockholm-Umeå Corpus. Several thousand disambiguation rules were induced. When tested on unseen data, 98% of the words retained the correct reading after tagging. However, there were ambiguities pending after tagging, on an average 1.13 tags per word. the results suggest that the Progol system can be useful for learning tagging rules of good quality.
this book constitutes the refereed proceedings of the 36thinternationalconference on High Performance Computing, ISC High Performance 2021, held virtually in June/July 2021.
ISBN:
(数字)9783030787134
ISBN:
(纸本)9783030787127
this book constitutes the refereed proceedings of the 36thinternationalconference on High Performance Computing, ISC High Performance 2021, held virtually in June/July 2021.
暂无评论