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检索条件"丛书名=Lecture Notes in Business Information Processing 252"

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Multiple Regression and Artificial Neural Network for the Prediction of Crop Pest Risks 2nd

Multiple Regression and Artificial Neural Network for the Pr...

引用

2nd International Conference on information Systems for Crisis Response and Management in Mediterranean Countries (ISCRAM-Med)

作者： Yan, Yingwei Feng, Chen-Chieh Wan, Maffee Peng-Hui Chang, Klarissa Ting-Ting Natl Univ Singapore Dept Geog 1 Arts Link Singapore 117570 Singapore Natl Univ Singapore Dept Informat Syst Singapore 117417 Singapore

ISBN: (纸本)9783319243993;9783319243986

The reduction of crop yield losses caused by pests is a major challenge to productive and sustainable food production for preventing food insecurity and emergencies, and for alleviating world food crisis. Multiple regression (MR) and artificial neural network (ANN) are two widely adopted modelling approaches for the prediction of crop pest risks, which are based on empirical statistics and artificial intelligence, respectively. Each of the two alternative approaches has its advantages and disadvantages. This study evaluates the two models from two aspects: their performances on pest risk prediction, and their methodological advantages and disadvantages. Two pest species are modelled using the two approaches as case studies, which are the melon thrip Thrips palmi Karny (T. palmi) and the diamondback moth Plutella xylostella (L.) (P. xylostella). Results show that ANN has higher prediction accuracy for both species. However, ANN has some methodological demerits compared to MR modelling.

关键词： Pest risk prediction Multiple regression Artificial neural network Melon thrip Diamondback moth

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Testing Modtalk 16th

Testing Modtalk

引用

16th International Conference on Agile Software Development (XP)

作者： Fridstrom, Josh Jacques, Adam Kilpela, Kurt Sarkela, John No Michigan Univ Marquette MI 49855 USA

ISBN: (纸本)9783319186122;9783319186115

The Modtalk project is an effort to create a production ready tool chain for compiling Smalltalk programs into standalone executables. This development project entailed writing and testing code in a cross development environment, in a target executable environment, and a C based runtime that supports the compiled executable. We discovered that test-driven development supported team communication, focused design efforts, and produced code artifacts that documented the system. In the process, we also discovered that tests were often brittle and would break for a variety of reasons. We identify why some of our tests were brittle and ways in which we responded when tests failed.

关键词： Test driven development Compiler IDE Smalltalk

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Optimal Refactoring 16th

Optimal Refactoring

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16th International Conference on Agile Software Development (XP)

作者： Siverland, Susanne Wernersson, Roger C. S. Sennersten, Charlotte Sigma IT & Management Ostra Vittusgatan 36 SE-37133 Karlskrona Sweden Ericsson AB Olandsgatan 1Box 518 SE-37133 Karlskrona Sweden CSIRO Digital Prod Flagship Autonomous Syst Coll Rd Sandy Bay 7005 Australia

ISBN: (纸本)9783319186122;9783319186115

This paper investigates if Code-Churn, Lines of Code (LoC), Duplicated Code, Complexity and Technical Debt (TD) can inform a coder where to prioritize refactoring. A mature code-base of 1 300 000 LoC in approximately 5000 files for a period of 20 months has been examined. The result is that code-churn is the strongest variable out of the studied variables followed by LoC and TD. Multiplying with code-churn strengthens LoC and TD even more, making them the strongest indicators of refactoring potential.

关键词： Refactoring Software maintenance Qualitative research Software quality Industry Return of investment

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Advanced Context processing for business Process Execution Adjustment 1

引用

27th International Conference on Advanced information Systems Engineering (CAiSE)

作者： Grabis, Janis Stirna, Janis Riga Tech Univ Inst Informat Technol Riga Latvia Stockholm Univ Dept Comp & Syst Sci S-16407 Kista Sweden

ISBN: (数字)9783319192437

ISBN: (纸本)9783319192437;9783319192420

business process execution is affected by various contextual factors. Context-aware business processes consider the contextual factors during process design and execution. There is a large variety of possible context situations and their impact on the business process is difficult to know in advance. To this end an advanced context processing to adjust business process execution is proposed. It allows flexible definition of meaningful context categories using measurable properties of the context and run-time adjustment of the categories. The adjustment is performed depending on the progress towards achieving business goals. The proposal is demonstrated by a travel management example.

关键词： business process Context Adjustment Performance indicators

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Procurement Auctions: Improving Efficient Winning Bids Through Multi-bilateral Negotiations 15

Procurement Auctions: Improving Efficient Winning Bids Throu...

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15th International Conference on Group decision and negotiation (GDN)

作者： Kersten, Gregory E. Concordia Univ InterNeg Res Ctr Montreal PQ Canada Concordia Univ J Molson Sch Business Montreal PQ Canada

ISBN: (纸本)9783319195155;9783319195148

Auctions have been used in the procurement of heterogeneous products, produced and delivered after the auctions conclude, as well as services. In these situations the quasi-linearity assumption of the buyer and the sellers is violated and the price and other attributes are interrelated. The relationship between price and other attributes is illustrated here with two exchanges in which the market participants are characterized by Cobb-Douglass production functions. It shown that even in the simplest case, when the contract curve is linear, the price and other attributes are interrelated. This relationship becomes more complex for non-linear contract curves. The paper shows that in these cases the auction does not maximize social welfare, i.e., it is an inefficient mechanism. Furthermore, even if the winning bid is an efficient solution, a win-win solution which dominates this bid may be possible. The buyer needs to engage in multi-bilateral negotiations in order to seek joint-improvements. The purpose of the negotiation is to search for side-payments.

关键词： Reverse auctions Negotiations Procurement Supply chain Contract curve Efficient frontier

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A Multi-criteria Group Decision-Making Approach for Facility Location Selection Using PROMETHEE Under a Fuzzy Environment 15

A Multi-criteria Group Decision-Making Approach for Facility...

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15th International Conference on Group decision and negotiation (GDN)

作者： Tavakkoli-Moghaddam, Reza Sotoudeh-Anvari, Alireza Siadat, Ali Univ Tehran Coll Engn Sch Ind Engn Tehran Iran Islamic Azad Univ Sci & Res Branch Dept Ind Engn Tehran Iran Arts & Metier Paris Tech LCFC Ctr Metz Metz France

ISBN: (纸本)9783319195155;9783319195148

This paper presents a Z-PROMETHEE with Z-numbers as a new representation of vague information for a facility location selection (FLS) problem. The selection of a facility location, which is a kind of a multi-criteria decision making (MCDM) problem, should be considered from a strategic point of view. In a real-world situation, MCDM problems are generally under uncertainty. In order to overcome such a problem, fuzzy sets can be applied with the PROMETHEE to allow experts to combine inadequate information into the decision method. However, the fuzzy PROMETHEE also has some defects. The main problem is that the certainty of information is not taking into account. For explanation of real-life information, fuzziness and degree of the certainty of information are indispensable. In the proposed method, Z-numbers are used to evaluate the weights of the criteria. Hence, in comparison with the fuzzy model, the PROMETHEE with a Z-number (i.e., Z-PROMETHEE) can symbolize real life problems more realistically.

关键词： PROMETHEE Fuzzy set theory MCDM Facility location selection

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Interrelations of Success Factors for Selling Product-Service Systems from a Solution Sales Perspective 6

引用

6th International Conferences on Exploring Service Science 1.5 (IESS)

作者： Felber, Heiko von Bischhoffshausen, Johannes Kunze Karlsruhe Inst Technol D-76131 Karlsruhe Germany Karlsruhe Inst Technol Karlsruhe Serv Res Inst D-76131 Karlsruhe Germany

ISBN: (纸本)9783319149806;9783319149790

Many business-to-business (B2B) companies are shifting their focus from transactional selling to engaging in long-lasting relationships with their customers. This impacts how companies sell their products and services. Instead of selling isolated products and services in single transactions, companies bundle and individualize their products and service to address individual customer needs. These bundles are called product-service systems (PSS) or solutions. This work reflects the current body of knowledge on selling PSS based on a literature review and provides new insights based on a qualitative study conducted with three multinational B2B companies providing PSS. Our findings propose that companies struggle to profit from PSS with a variety of different reasons. Implications on PSS itself are not quantified easily due to high variability of accounting practice regarding PSS and their service components. Furthermore, according to our interview results, for achieving long-term success with PSS three factors and their interrelations are critically important. First, PSS must fit into the targeted market strategy. Second, PSS and the market strategy must be consequently implemented within the organizational structure and the conduct of day-to-day business. Third, PSS providers have to deal with complexity which PSS comprise.

关键词： B2B Product-Service Systems (PSS) Sales force management Sales organization Service selling Solution sales Service science

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Using Ordinal Regression for Interactive Evolutionary Multiple Objective Optimization with Multiple Decision Makers 15

Using Ordinal Regression for Interactive Evolutionary Multip...

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15th International Conference on Group decision and negotiation (GDN)

作者： Kadzinski, Milosz Tomczyk, Michal Poznan Univ Tech Inst Comp Sci Poznan Poland

ISBN: (纸本)9783319195155;9783319195148

We present an interactive evolutionary multiple objective optimization (MOO) method incorporating preference information of several decision makers into the evolutionary search. It combines NSGAII, a well-known evolutionary MOO method, with some interactive value-based approaches based on the principle of ordinal regression. We introduce several variants of the method distinguished by an elitist function indicating a comprehensive value that each solution represents to the group members. The experimental results confirm that all proposed approaches are able to focus the search on the group-preferred solutions, differing, however, with respect to both part of the Pareto front to which they converge as well as the convergence speed measured in terms of a change of utilitarian value of the returned solutions.

关键词： Evolutionary multiple objective optimization Interactive method Group decision Additive value function Preference disaggregation NEMO

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Factors Influencing Productization of Enterprise Modeling: A Qualitative Inquiry into the Scandinavian Strand of Methods and Tools 8th

引用

8th IFIP WG 8.1 Working Conference on the Practice of Enterprise Modeling (PoEM)

作者： Yilmaz, Natalie Stirna, Janis Stockholm Univ Dept Comp & Syst Sci Postbox 7003 SE-16407 Kista Sweden

ISBN: (纸本)9783319258973;9783319258966

Enterprise Modeling (EM) methods and tools have been developed and successfully used for more than two decades yet their adoption in organizations is mostly ad hoc. Only a few EM methods and tools have become successful products despite being theoretically sound and having certain success in application in practice. This grounded theory inquiry ponders on what factors influence the successful productization of EM methods and tools. Among the factors discussed are EM maturity gap, method and tool development process, application context, marketing and sales aspects, as well as product aspects.

关键词： Enterprise modeling EM methods Tools Productization

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Leveraging Efficient XML Interchange (EXI) for Filter-Enabled Data Dissemination in Embedded Networks 10th

Leveraging Efficient XML Interchange (EXI) for Filter-Enable...

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10th International Conference on Web information Systems and Technologies (WEBIST)

作者： Kaebisch, Sebastian Kuntschke, Richard Siemens AG Corp Technol Otto Hahn Ring 6 Munich Germany

ISBN: (纸本)9783319270302;9783319270296

Due to its flexibility and extensive tool support, XML is an obvious choice for a generic data exchange format. However, the verbosity and processing overhead of textual XML impedes its use in resourcerestricted embedded networks. These disadvantages have been addressed by the introduction of binary representations of the XML Infoset such as W3C's Efficient XML Interchange (EXI) format. EXI can be used to significantly reduce message size and processing overhead for XML-based messaging. In this paper, we show how to leverage EXI for filter-enabled binary XML dissemination in embedded networks. The approach further reduces resource consumption by sharing common data and processing results among a set of multiple queries. Thus, through the suitable placement of pre-and post-filters on binary XML data, bandwidth on network connections and computational resources on nodes can be saved. Consequently, more data can be processed with a certain amount of available resources within an embedded network.

关键词： Binary XML EXI Embedded networks XPath Filtering

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