Download PDF by Tiejian Luo,Su Chen,Guandong Xu,Jia Zhou: Trust-based Collective View Prediction

By Tiejian Luo,Su Chen,Guandong Xu,Jia Zhou

Collective view prediction is to pass judgement on the evaluations of an lively net person in response to unknown parts via pertaining to the collective brain of the full group. Content-based suggestion and collaborative filtering are mainstream collective view prediction recommendations. They generate predictions by way of interpreting the textual content positive aspects of the objective item or the similarity of clients’ prior behaviors. nonetheless, those thoughts are prone to the artificially-injected noise info, simply because they don't seem to be in a position to pass judgement on the reliability and credibility of the knowledge assets. Trust-based Collective View Prediction describes new ways for tackling this challenge by using clients’ belief relationships from the views of basic concept, trust-based collective view prediction algorithms and genuine case reports.

The booklet comprises major components – a theoretical origin and an algorithmic research. the 1st half will overview numerous easy innovations and strategies on the topic of collective view prediction, similar to cutting-edge recommender platforms, sentimental research, collective view, belief administration, the connection of Collective View and reliable, and belief in collective view prediction. within the moment half, the authors current their types and algorithms in line with a quantitative research of greater than three hundred thousand clients’ facts from well known product-reviewing web content. additionally they introduce new trust-based prediction algorithms, one collaborative set of rules in line with the second-order Markov random stroll version, and one Bayesian becoming version for combining a number of predictors.

The mentioned options, built algorithms, empirical effects, overview methodologies and the strong research framework defined in Trust-based Collective View Prediction won't simply supply worthwhile insights and findings to comparable learn groups and friends, but additionally show off the nice strength to motivate industries and company companions to combine those suggestions into new applications.

Show description

Introduction to Data Technologies (Chapman & Hall/CRC - download pdf or read online

By Paul Murrell

Providing key info on tips to paintings with examine information, Introduction to information Technologies provides rules and methods for appearing severe, behind-the-scenes projects that take in lots effort and time but as a rule obtain little consciousness in formal schooling. With a spotlight on computational instruments, the ebook indicates readers the way to increase their wisdom of what initiatives will be accomplished and describes the proper method of practice those initiatives.

Practical examples exhibit crucial points
The writer first discusses tips on how to write laptop code utilizing HTML as a concrete instance. He then covers a number of information garage subject matters, together with diverse dossier codecs, XML, and the constitution and layout problems with relational databases. After illustrating easy methods to extract info from a relational database utilizing SQL, the booklet offers instruments and strategies for looking, sorting, tabulating, and manipulating information. It additionally introduces a few very simple programming thoughts in addition to the R language for statistical computing. every one of those issues has helping chapters that supply reference fabric on HTML, CSS, XML, DTD, SQL, R, and standard expressions.

One-stop store of introductory computing information
Written by means of a member of the R improvement center group, this source exhibits readers how you can practice facts applied sciences to initiatives inside a learn environment. gathering fabric another way scattered throughout many books and the net, it explores find out how to submit details through the internet, tips to entry details saved in several codecs, and the way to put in writing small courses to automate basic, repetitive projects.

Show description

Download PDF by Michael Jacot,Allen Jacot,Frank Jordan,Gurbinder: Advanced Tuning for JD Edwards EnterpriseOne Implementations

By Michael Jacot,Allen Jacot,Frank Jordan,Gurbinder Bali,Patrick Scott,Kyle Kinder

Best Practices for JD Edwards EnterpriseOne Tuning and Optimization

Achieve top functionality out of your ERP platform whereas minimizing downtime and decreasing TCO. Advanced Tuning for JD Edwards EnterpriseOne Implementations exhibits find out how to plan and undertake a dependent, top-to-bottom upkeep method. discover and cast off bottlenecks, maximize potency at each part layer, troubleshoot databases and internet servers, automate process trying out, and deal with cellular matters. This Oracle Press advisor bargains whole assurance of the newest cloud, clustering, load balancing, and virtualization solutions.

  • Understand the elements of a dependent tuning plan
  • Establish benchmarks and enforce key practices
  • Perform adjustments and thoroughly degree system-wide impact
  • Diagnose and service HTTP, net program, and Java issues
  • Troubleshoot Oracle Database connections and transactions
  • Streamline Oracle’s JD Edwards EnterpriseOne kernel and JDENeT processes
  • Configure, try, and deal with digital machines and servers
  • Work with Oracle Exadata Database laptop and Oracle Exalogic Elastic Cloud

Show description

Panayiotis Zaphiris,Chee Siang Ang's Social Computing and Virtual Communities PDF

By Panayiotis Zaphiris,Chee Siang Ang

Growing extra quick than we will research or come to completely are aware of it, social computing is way greater than the next thing. if it is due extra to technology-driven comfort or to the fundamental human have to locate kindred connection, on-line conversation and groups are altering the best way we are living.
Social Computing and digital Communities compiles contributions from foreign specialists to supply this kind of multidisciplinary examine that's required in any research of groups. Delving absolutely into theories and techniques, software components, and kinds of on-line social environments, this booklet —

  • Introduces numerous theories relating to on-line social interplay

  • Provides a basic review of methodologies, qualitative and quantitative, for studying and comparing digital groups

  • Makes an in-depth research into e-learning groups and the formation of social networks of learners

  • Examines healthcare groups stimulated by way of actual ache, ailment, and burdensome symptoms

  • Discusses highbrow estate (IP) concerns, together with these related to user-generated content material

  • Delves into the subject of on-line belief

  • Introduces digital groups, within which clients immerse themselves in a 3D digital surroundings, together with mmo (massively multiplayer on-line function taking part in games)

  • Presents an strange neighborhood of older humans of chinese language tradition who understand digital groups as a spot the place outdated ideals and standard norms could be preserved

  • Explores the quick upward thrust of social networking websites (SNS)

Books of this type are unusual. This paintings not just offers case reviews of alternative domain names of digital groups and sorts of social applied sciences but in addition emphasizes theoretical and methodological elements required to investigate and study such communities.

Show description

Read e-book online Speed, Data, and Ecosystems: Excelling in a Software-Driven PDF

By Jan Bosch

As software program R&D funding raises, the advantages from brief suggestions cycles utilizing applied sciences reminiscent of non-stop deployment, experimentation-based improvement, and multidisciplinary groups require a essentially diversified process and strategy. This e-book will conceal the 3 total demanding situations that businesses are grappling with: velocity, info and ecosystems. pace offers with shortening the cycle time in R&D. facts bargains with expanding using and enjoy the giant quantities of information that businesses gather. Ecosystems tackle the transition of businesses from being internally concentrated to being environment orientated via interpreting what the corporate is uniquely stable at and the place it provides value.

Show description

Integrated Business Information Systems: A Holistic View of - download pdf or read online

By Klaus-Dieter Gronwald

firm source making plans (ERP), provide Chain administration (SCM), patron courting administration (CRM), company Intelligence (BI) and large information Analytics (BDA) are enterprise similar projects and approaches, that are supported by means of standardized software program suggestions. The publication explains that this calls for enterprise orientated pondering and performing from IT experts and information scientists. it's a stable thought to permit scholars adventure this without delay from the company standpoint, for instance as executives of a digital corporation. The path simulates the stepwise integration of the associated enterprise approach chain ERP-SCM-CRM-BI-Big facts of 4 competing teams of businesses. The path contributors turn into board individuals with complete P&L accountability for enterprise devices of 1 of 4 beer brewery teams coping with offer chains from creation to retailer.

Show description

Download e-book for iPad: Intelligent Agents in Data-intensive Computing (Studies in by Joanna Kolodziej,Luís Correia,José Manuel Molina

By Joanna Kolodziej,Luís Correia,José Manuel Molina

This booklet provides new methods that increase learn in all facets of agent-based versions, applied sciences, simulations and implementations for facts in depth purposes. The 9 chapters comprise a evaluate of contemporary cross-disciplinary methods in cloud environments and multi-agent platforms, and critical formulations of knowledge in depth difficulties in allotted computational environments including the presentation of recent agent-based instruments to address these difficulties and massive info in general.

This quantity can function a reference for college students, researchers and practitioners operating in or attracted to becoming a member of interdisciplinary paintings within the components of knowledge in depth computing and massive facts structures utilizing emergent large-scale dispensed computing paradigms. it's going to additionally permit rookies to know key options and capability options on complicated issues of concept, versions, applied sciences, procedure architectures and implementation of functions in Multi-Agent structures and information in depth computing.



Show description

Mobile Health: Sensors, Analytic Methods, and Applications by James M. Rehg,Susan A. Murphy,Santosh Kumar PDF

By James M. Rehg,Susan A. Murphy,Santosh Kumar

This quantity presents a accomplished advent to mHealth know-how and is out there to technology-oriented researchers and practitioners with backgrounds in desktop technological know-how, engineering, facts, and utilized arithmetic. The contributing authors contain prime researchers and practitioners within the mHealth field.
The publication deals an in-depth exploration of the 3 key parts of mHealth know-how: the improvement of on-body sensors which may determine key health-related behaviors (sensors to markers), using analytic the way to are expecting present and destiny states of overall healthiness and ailment (markers to predictors), and the improvement of cellular interventions which may increase well-being results (predictors to interventions). Chapters are prepared into sections, with the 1st part dedicated to mHealth purposes, by means of 3 sections dedicated to the above 3 key expertise components. every one bankruptcy may be learn independently, however the association of the full publication presents a logical movement from the layout of on-body sensing know-how, in the course of the research of time-varying sensor information, to interactions with a person which create possibilities to enhance future health results. This quantity is a important source to spur the advance of this becoming box, and splendid to be used as a textbook in an mHealth course.

Show description

Download PDF by Jiafu Wan,Iztok Humar,Daqiang Zhang: Industrial IoT Technologies and Applications: International

By Jiafu Wan,Iztok Humar,Daqiang Zhang

This e-book constitutes the completely refereed post-conference court cases of the overseas convention on commercial IoT applied sciences and purposes, IoT 2016, held in GuangZhou, China, in March 2016.
the amount includes 26 papers rigorously reviewed and chosen from fifty five submissions concentrating on issues reminiscent of monstrous info, cloud computing, net of items (IoT). 

Show description

Download e-book for kindle: Bio-Inspired Models of Network, Information, and Computing by Gianni A. Di Caro,Guy Theraulaz

By Gianni A. Di Caro,Guy Theraulaz

This e-book constitutes the completely refereed post-conference complaints of the seventh foreign convention on Bio-Inspired versions of community, info and Computing platforms (Bionetics 2012), held in Lugano, Switzerland, in December 2012. The 23 revised complete papers offered have been conscientiously reviewed and chosen from forty submissions. They disguise issues reminiscent of networking, robotics and neural networks, molecular scale and bioinformatics, optimization and bio-inspired modeling in quite a few fields.

Show description