By Hendrik Decker, Lenka Lhotská, Sebastian Link, Marcus Spies, Roland R. Wagner
This quantity set LNCS 8644 and LNCS 8645 constitutes the refereed court cases of the twenty fifth overseas convention on Database and professional structures functions, DEXA 2014, held in Munich, Germany, September 1-4, 2014. The 37 revised complete papers awarded including forty six brief papers, and a couple of keynote talks, have been rigorously reviewed and chosen from 159 submissions. The papers talk about quite a number subject matters together with: facts caliber; social net; XML key-phrase seek; skyline queries; graph algorithms; info retrieval; XML; safety; semantic net; type and clustering; queries; social computing; similarity seek; score; information mining; gigantic info; approximations; privateness; information trade; information integration; net semantics; repositories; partitioning; and company applications.
Read Online or Download Database and Expert Systems Applications: 25th International Conference, DEXA 2014, Munich, Germany, September 1-4, 2014. Proceedings, Part II PDF
Best data mining books
This ebook brings jointly study articles by means of energetic practitioners and major researchers reporting fresh advances within the box of data discovery. an summary of the sphere, taking a look at the problems and demanding situations concerned is by means of insurance of contemporary traits in info mining. this gives the context for the following chapters on tools and functions.
The phenomenon of volunteered geographic details is a part of a profound transformation in how geographic info, info, and information are produced and circulated. via situating volunteered geographic details (VGI) within the context of big-data deluge and the data-intensive inquiry, the 20 chapters during this booklet discover either the theories and purposes of crowdsourcing for geographic wisdom construction with 3 sections concentrating on 1).
This Springer short presents a complete assessment of the history and up to date advancements of huge information. the worth chain of massive facts is split into 4 stages: facts iteration, facts acquisition, info garage and knowledge research. for every section, the booklet introduces the overall history, discusses technical demanding situations and experiences the most recent advances.
Extra info for Database and Expert Systems Applications: 25th International Conference, DEXA 2014, Munich, Germany, September 1-4, 2014. Proceedings, Part II
The gamification-based approach typically uses this incentive. The second type is to use reciprocity. People help other people. This trait encourages users to complete tasks to support other people. The trust relationship among people is the key to success when using reciprocity. The third type is social facilitation. Visualizing one’s differences from others is a useful technique when using social facilitation. When someone’s performance is not sufficiently high, using visualization to show how their performance is less than that of others can be effective.
The insights are valuable lessons learned while designing and operating the case studies and are essential to successful design strategies for building future more complex crowdsourcing services. Keywords: Social Media, Mobile Crowdsourcing, Design Strategy, Motivation, Community-Based Approach, Case Studies. 1 Introduction Social media have become increasingly popular in our daily life. We use Facebook1 and Twitter2 to expand our social interactions with both friends and non-friends every day.
On the other hand, term in aﬃliation sparsely appears, which is not intuitive for TF/IDF to model. Year attribute of virtual publications is the average of all publication years of papers. We deﬁne a segmented function for comparing virtual publication year. Definition 16 (Year Similarity). 75 |yi − yj | = 2 ⎪ ⎪ ⎩ 1 otherwise Notice that the ﬁve features in Table 1 can be combined to multi-aspect similarity feature vectors. Each feature vector corresponds to two virtual publications. However, we know that not all papers have complete information.
Database and Expert Systems Applications: 25th International Conference, DEXA 2014, Munich, Germany, September 1-4, 2014. Proceedings, Part II by Hendrik Decker, Lenka Lhotská, Sebastian Link, Marcus Spies, Roland R. Wagner