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

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Using Implicit Preference Relations to Improve Content Based Recommending 16th

Using Implicit Preference Relations to Improve Content Based...

引用

16th International Conference on Electronic Commerce and Web Technologies (EC-Web)

作者： Peska, Ladislav Vojtas, Peter Charles Univ Prague Fac Math & Phys Malostranske Namesti 25 Prague Czech Republic

ISBN: (纸本)9783319277295;9783319277288

Our work is generally focused on recommending for small or medium-sized e-commerce portals, where we are facing scarcity of explicit feedback, low user loyalty, short visit times or low number of visited objects. In this paper, we present a novel approach to use specific user behavior as implicit feedback, forming binary relations between objects. Our hypothesis is that if user select some object from the list of displayed objects, it is an expression of his/her binary preference between selected and other shown objects. These relations are expanded based on content-based similarity of objects forming partial ordering of objects. Using these relations, it is possible to alter any list of recommended objects or create one from scratch. We have conducted several off-line experiments with real user data from a Czech e-commerce site with keyword based VSM and SimCat recommenders. Experiments confirmed competitiveness of our method, however on-line A/B testing should be conducted in the future work.

关键词： Content-based recommender system Implicit preference relations VSM User preference E-Commerce

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Recommender Engines Under the Influence of Popularity 6th

Recommender Engines Under the Influence of Popularity

引用

6th International MCETECH Conference on E-Technologies (MCETECH)

作者： Blot, Guillaume Saurel, Pierre Rousseaux, Francis Univ Paris 04 SND FRE 3593 F-75006 Paris France Univ Reims CRESTIC EA 3804 F-51100 Reims France

ISBN: (纸本)9783319179575;9783319179568

One often thinks that the use of information Technologies brings an infinity of choices. However, Popularity still influences people in our free, pervasive and connected world. It is a reality: popular items keep power and weak items tend to be forgotten. Several studies demonstrated that this natural phenomenon is accentuated today with recommender engines. In this article we present a comparative study of 8 recommendation techniques. We also present a personal recommendation approach, based on items timeline. We unveil a Popularity Influence index, which evaluates the way recommender engines are influenced by the phenomenon. This experiment is led by a pool of interdisciplinary researchers, either or both epistemologists and computer scientists. It includes diverse examples and references from e-business, cultural studies or participatory democracy along with others. We believe that Popularity belongs to a wide set of fields. Therefore, we chose to run this experiment in an E-learning context, where we observe pieces of knowledge popularity.

关键词： Engines

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Towards a Conceptual Framework for Classifying Visualisations of Data from Urban Mobility Services 1

引用

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

作者： Sobral, Thiago Dias, Teresa Galvao Borges, Jose Luis Univ Porto FEUP Fac Engn Rua Dr Roberto Frias P-4200465 Oporto Portugal

ISBN: (数字)9783319149806

ISBN: (纸本)9783319149806;9783319149790

Urban mobility services generate massive amounts of raw data that are usually not explored in depth by the entities that own them. Visualisation techniques could improve knowledge extraction and decision-making, as well as support the reengineering of those services. Some studies in information Visualisation provide a domain-independent classification for visualisations based on their own characteristics and the data they support, although independent of their context of use. We propose a classification for visualisations of urban mobility data according to their context of use and their characteristics. Our first results are encouraging and are supported by a user-centred design process carried with urban mobility experts, in which we developed and evaluated a set of visualisation prototypes. The conclusions form a first effort towards a conceptual framework proposal for classifying visualisations of this domain, and are expected to guide researchers and practitioners searching for adequate ways to visually represent their data.

关键词： information visualisation Urban mobility services Big data Intelligent transport systems User-centred design

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A Position Paper on Improving Preparedness and Response of Health Services in Major Crises 2nd

A Position Paper on Improving Preparedness and Response of H...

引用

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

作者： Liapis, Aggelos Kostaridis, Antonis Ramfos, Antonis Hall, Ian DeGaetano, Andrea Koutras, Nickolaos Dobrinkova, Nina Leventakis, George Olunczek, Andrej Seynaeve, Geert Boustras, George INTRASOFT Int SA Peania Greece Satways Proionta Kai Ypiresies Tilematikis Diktya Chalandri Greece Dept Hlth London SE1 6TE England CNR Rome Italy Adv Intergrated Technol Solut & Serv Ltd ADITESS Athens Greece Inst Informat & Commun Technol Sofia Bulgaria Ctr Secur Studies KEMEA Athens Greece Fraunhofer Gesell Foerderung Angewandten Forsch E Dresden Germany Ecomed Bvba Brussels Belgium AS Cyprus Coll Ltd Nicosia Cyprus

ISBN: (纸本)9783319243993;9783319243986

There exists a huge variety in the occurrence and characteristics of major incidents. Incident management stakeholders and in particular emergency health service providers have to deal with two basic challenges: The disproportion between the needs and the available human/material resources in the response capacity and the inherent time constraints of an emergency. These critical factors play a seminal role in the decision-making process during a crisis event, which affects all levels of command & control (strategic, operational, and tactical). The drawback with current health emergency management systems lies with the command & control operations that should coordinate the actions of the separate services and turn them into an effective, multi-faceted crisis response mechanism. IMPRESS improves the efficiency of decision making in emergency health operations, which has a direct impact on the quality of services provided to citizens. Furthermore it provides a consolidated concept of operations, to effectively manage medical resources, prepare and coordinate response activities, supported by a Decision Support System, using data from multiple heterogeneous sources. The proposed solution facilitates communication between Health Services (and Emergency Responders) at all levels of response and the crisis cycle with the necessary health care systems support, supervision and management of participating organizations. It will assist health services in becoming more proactive, better prepared and interoperable with other emergency response organizations.

关键词： Incident management Emergency health services First responders Decision support systems Crisis management

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Intelligent Process Management and Visualization Technologies

Intelligent Process Management and Visualization Technologie...

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12th International Conference on business Process Management (BPM)

作者： Levy, Dafna NooL Integrating People & Solut IL-99835 Srigim Israel

ISBN: (纸本)9783319158952;9783319158945

While process visualizations are perceived by many as very cool technologies, companies are not yet willing to embrace them as warmly and quickly as expected. Managers still demand more convincing and significant added value. Another issue might be with offering process visualization technologies as somewhat detached solutions, or not taking into account business Intelligence solutions which might already exist in the company. The keynote aims to demonstrate how process and data visualization tools can be combined and applied to various business domains in order to increase process awareness which will lead to intelligent process management.

关键词： Process mining visualization technologies intelligent process management

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Towards Ensuring High Availability in Collective Adaptive Systems 1

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12th International Conference on business Process Management (BPM)

作者： Schaefer, David Richard Saez, Santiago Gomez Bach, Thomas Andrikopoulos, Vasilios Tariq, Muhammad Adnan Univ Stuttgart Inst Distributed & Parallel Syst IPVS D-70174 Stuttgart Germany Univ Stuttgart IAAS D-70174 Stuttgart Germany

ISBN: (数字)9783319158952

ISBN: (纸本)9783319158952;9783319158945

Collective Adaptive Systems support the interaction and adaptation of virtual and physical entities towards achieving common objectives. For these systems, several challenges at the modeling, provisioning, and execution phases arise. In this position paper, we define the necessary underpinning concepts and identify requirements towards ensuring high availability in such systems. More specifically, based on a scenario from the EU Project ALLOW Ensembles, we identify the necessary requirements and derive an architectural approach that aims at ensuring high availability by combining active workflow replication, service selection, and dynamic compensation techniques.

关键词： Workflows High availability Service discovery Process fragment injection

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Using Data-Object Flow Relations to Derive Control Flow Variants in Configurable business Processes 1

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12th International Conference on business Process Management (BPM)

作者： Cognini, Riccardo Corradini, Flavio Polini, Andrea Re, Barbara Univ Camerino I-62032 Camerino Italy

ISBN: (数字)9783319158952

ISBN: (纸本)9783319158952;9783319158945

Focusing on the relationship between behavioural and information perspectives in this paper we present an approach to support flexibility of business Processes. The approach extends Feature Model descriptions with data-objects in order to derive process fragments and process variants. The approach has been applied to a data-intensive scenario such as the reporting activity of EU projects with encouraging results.

关键词： business process Variability Data object management

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Graph-Based Process Model Matching 1

引用

12th International Conference on business Process Management (BPM)

作者： Tsagkani, Christina Univ Athens Dept Informat & Telecommun Ilisia 15784 Greece

ISBN: (数字)9783319158952

ISBN: (纸本)9783319158952;9783319158945

Nowadays organizations acquire multiple repositories with process specifications. Organization stakeholders such as business analysts and process designers need to have access and retrieve such information as it is proven that adapting existing business processes in order to meet current business needs is more effective and less error-prone than developing them from scratch. This thesis concentrates on process retrieval and will propose a business process searching mechanism, taking advantage and extending existing graph based matching techniques, with the aim to exploit the knowledge that already exists within an organization.

关键词： Process model matching Process model similarity Graph matching

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Validating a Software Engineering Framework Through Technical-Action-Research in Union with Case Studies 17th

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17th International Conference on Enterprise information Systems (ICEIS)

作者： Morales-Trujillo, Miguel Oktaba, Hanna Piattini, Mario Univ Nacl Autonoma Mexico KUALI KAANS Res Grp Mexico City 04510 DF Mexico Univ Castilla La Mancha Alarcos Res Grp E-13071 Ciudad Real Spain

ISBN: (纸本)9783319291338;9783319291321

Software Engineering is an up-to-date discipline in constant development. It is continuingly enriched with new proposals from both industry and academy. Adequate validation of these proposals is a must if their real value for Software Engineering is to be determined. This paper demonstrates how a Software Engineering framework was validated with the help of Technical-Action-Research and Case Study methods, which were applied in several life cycles during a validation process of three years. Integration of these methodologies resulted in a solid research method with continuous feedback on and placement of the artifact in a real context. Using Technical-Action-Research together with Case Studies allowed to achieve research objectives and to meet the needs and goals of the organizations involved in the validation process, which emphasizes this method's advantages and usefulness for Software Engineering.

关键词： TAR SEMAT OMG Case studies Evidence-based Validation Software engineering

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A Simulated Annealing-Based Approach for the Optimization of Routine Maintenance Interventions 17th

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17th International Conference on Enterprise information Systems (ICEIS)

作者： Longo, Francesco Lotronto, Andrea Rocco Scarpa, Marco Puliafito, Antonio Univ Messina Dipartimento Ingn Viale F Stagno Alcontres 31 I-98166 Messina ME Italy

ISBN: (纸本)9783319291338;9783319291321

Metaheuristics are often adopted to solve optimization problems where some requests need to be scheduled among a finite number of resources, i.e., the so called scheduling problems. Such techniques approach the optimization problems by taking inspiration from a certain physical phenomenon. Simulated annealing is a metaheuristic approach inspired to the controlled cooling of a material from a high temperature to a state in which internal defects of the crystals are minimized. In this paper, we use a simulated annealing-based approach to solve the problem of the scheduling of geographically distributed routine maintenance interventions. Each intervention has to be assigned to a maintenance team and the choice among the available teams and the order in which interventions are performed by each team are based on team skills, cost of overtime work, and cost of transportation. We compare our solution algorithm versus an exhaustive approach. First, we consider a real industrial use case and show several numerical results to analyze the effect of the parameters of the simulated annealing on the accuracy of the solution and on the execution time of the algorithm. Then, we provide results varying the parameters and dimension of the considered problem high-lighting how they affect reliability and efficiency of our algorithm.

关键词： Routine maintenance interventions Metaheuristic approaches Simulated annealing Scheduling problems Optimization problems

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