Special Issue on Machine Learning and Knowledge Graphs
•Download as PPTX, PDF•
0 likes•357 views
This document announces a special issue of the journal Future Generation Computer Systems on machine learning and knowledge graphs. The issue calls for communities related to machine learning, deep learning, and knowledge graphs to develop more effective algorithms and applications by joining forces. Papers are due November 30, 2019 with final review decisions by July 31, 2020. The guest editors are Mehwish Alam, Anna Fensel, Jorge Martinez-Gil, Bernhard A. Moser, Diego Reforgiato Recupero, and Harald Sack.
Report
Share
Report
Share
Recommended
Big data framework
This document discusses big data and its future. It notes that companies focus on revenue generation from data while data lakes remain underutilized. Academics are creating open source tools to empower individuals with data. Autonomous convergence of data is vital for economic advantage. Big data has value through accumulation, abstraction, autonomy and simulation. Its value comes from diversity, velocity and profiles of data. Continuous learning is important to understand big data's impact and value over time. Being prepared for the future of big data will involve staying ahead in this evolving field.
NISO Strategic Directions, Strategic Thinking: Five Years Out
NISO Strategic Directions, Strategic Thinking: Five Years OutNational Information Standards Organization (NISO)
This document discusses a webinar on strategic planning and directions for libraries over the next 3-5 years. The webinar addressed how libraries can support emerging technologies like artificial intelligence, augmented reality, and mobile devices. It also discussed how libraries can empower users by supporting new media formats, open educational resources, and third party platforms. Finally, the webinar covered privacy and legal concerns regarding user data collection and protection across different learning systems.International Journal of Game Theory and Technology ( IJGTT)
IJGTT is an open access peer reviewed journal that helps bridge together both the research and development aspects of games theory and technology. Game theory is an inter-disciplinary field that focuses on studying games, creating innovative architectures and explores new ideas to develop games which can be used for learning purposes. This journal provides a platform for exchanging ideas in new emerging trends that needs more focus and exposure and will attempt to publish proposals that strengthen our goals.
K-means Clustering
The document discusses K-means clustering, an unsupervised machine learning algorithm that partitions observations into k clusters where each observation belongs to the cluster with the nearest mean. It describes how K-means aims to minimize intra-cluster similarity while maximizing inter-cluster similarity. The algorithm works by first selecting k random cluster centroids, then iteratively reassigning observations to the closest centroid and recalculating the centroids until convergence is reached. It also addresses computational complexity, extensions, tools for implementing K-means, and examples of applications like image compression, recommendation systems, and yield management.
Smart Data for Behavioural Change: Towards Energy Efficient Buildings
“The Semantic Web is not a separate Web but an extension of the current one, in which information is given well-defined meaning, better enabling computers and people to work in cooperation.” - this statement of Tim Berners-Lee has gained even more relevance since the start of this century.
The humanity is rapidly developing and persistently experiencing local and global challenges, such as global warming/climate change, dis-balances in demand and supply, among many others. Mastering most (if not all) of them require a behavior change. Behavioral change is difficult to achieve per se, and it is important that technology – as a major enabler - has a positive rather than a negative impact here.
Further, the dramatic growth of data volumes (Big Data, Internet of Things) and the data’s increased power and impact and on the people's daily lives are calling for new types, practices and policies of behavior with data.
These factors made the role of semantic technology even more crucial: in terms of providing a well-defined meaning, and eventually delivering Smart Data for a functional and fair data value chain.
Addressing the behavioural change with Smart Data, I discuss potential ICT solutions investigating the domain of energy efficient buildings. Particularly, our completed OpenFridge experiment will be presented: design and development of the Internet of Things data system with semantic and data analytics enablers for building new services on a top of typical home appliance data — in particular, refrigerators. The system has been evaluated with real life end-user pilots.
In conclusions, I overview our related ongoing work, namely, in the areas of the impact of Big Data on society and related research roadmapping (linking to sociology), personalized energy efficiency data management services in buildings (linking to psychology), and semantic data licensing (linking to law).
Seefeld eTourism Hackathon
Invitation to the hackathon on Semantic Web and eTourism! Check it out & join us in Seefeld, Tyrol, Austria!
Big data impact on society: a research roadmap for Europe (BYTE project resea...
With its rapid growth and increasing adoption, big data is producing a growing impact in society. Its usage is opening both opportunities such as new business models and economic gains and risks such as privacy violations and discrimination. Europe is in need of a comprehensive strategy to optimise the use of data for a societal benefit and increase the innovation and competitiveness of its productive activities. In this paper, we contribute to the definition of this strategy with a research roadmap that considers the positive and negative externalities associated with big data, maps research and innovation topics in the areas of data management, processing, analytics, protection, visualisation, as well as non-technical topics, to the externalities they can tackle, and provides a time frame to address these topics.
Open Data Hackathon in Bolzano, Italy - October 15-16, 2016
Register now and attend, and/or sponsor: http://hackathon.bz.it
Travel and accommodation support from Innsbruck is available, ask me if interested.
Recommended
Big data framework
This document discusses big data and its future. It notes that companies focus on revenue generation from data while data lakes remain underutilized. Academics are creating open source tools to empower individuals with data. Autonomous convergence of data is vital for economic advantage. Big data has value through accumulation, abstraction, autonomy and simulation. Its value comes from diversity, velocity and profiles of data. Continuous learning is important to understand big data's impact and value over time. Being prepared for the future of big data will involve staying ahead in this evolving field.
NISO Strategic Directions, Strategic Thinking: Five Years Out
NISO Strategic Directions, Strategic Thinking: Five Years OutNational Information Standards Organization (NISO)
This document discusses a webinar on strategic planning and directions for libraries over the next 3-5 years. The webinar addressed how libraries can support emerging technologies like artificial intelligence, augmented reality, and mobile devices. It also discussed how libraries can empower users by supporting new media formats, open educational resources, and third party platforms. Finally, the webinar covered privacy and legal concerns regarding user data collection and protection across different learning systems.International Journal of Game Theory and Technology ( IJGTT)
IJGTT is an open access peer reviewed journal that helps bridge together both the research and development aspects of games theory and technology. Game theory is an inter-disciplinary field that focuses on studying games, creating innovative architectures and explores new ideas to develop games which can be used for learning purposes. This journal provides a platform for exchanging ideas in new emerging trends that needs more focus and exposure and will attempt to publish proposals that strengthen our goals.
K-means Clustering
The document discusses K-means clustering, an unsupervised machine learning algorithm that partitions observations into k clusters where each observation belongs to the cluster with the nearest mean. It describes how K-means aims to minimize intra-cluster similarity while maximizing inter-cluster similarity. The algorithm works by first selecting k random cluster centroids, then iteratively reassigning observations to the closest centroid and recalculating the centroids until convergence is reached. It also addresses computational complexity, extensions, tools for implementing K-means, and examples of applications like image compression, recommendation systems, and yield management.
Smart Data for Behavioural Change: Towards Energy Efficient Buildings
“The Semantic Web is not a separate Web but an extension of the current one, in which information is given well-defined meaning, better enabling computers and people to work in cooperation.” - this statement of Tim Berners-Lee has gained even more relevance since the start of this century.
The humanity is rapidly developing and persistently experiencing local and global challenges, such as global warming/climate change, dis-balances in demand and supply, among many others. Mastering most (if not all) of them require a behavior change. Behavioral change is difficult to achieve per se, and it is important that technology – as a major enabler - has a positive rather than a negative impact here.
Further, the dramatic growth of data volumes (Big Data, Internet of Things) and the data’s increased power and impact and on the people's daily lives are calling for new types, practices and policies of behavior with data.
These factors made the role of semantic technology even more crucial: in terms of providing a well-defined meaning, and eventually delivering Smart Data for a functional and fair data value chain.
Addressing the behavioural change with Smart Data, I discuss potential ICT solutions investigating the domain of energy efficient buildings. Particularly, our completed OpenFridge experiment will be presented: design and development of the Internet of Things data system with semantic and data analytics enablers for building new services on a top of typical home appliance data — in particular, refrigerators. The system has been evaluated with real life end-user pilots.
In conclusions, I overview our related ongoing work, namely, in the areas of the impact of Big Data on society and related research roadmapping (linking to sociology), personalized energy efficiency data management services in buildings (linking to psychology), and semantic data licensing (linking to law).
Seefeld eTourism Hackathon
Invitation to the hackathon on Semantic Web and eTourism! Check it out & join us in Seefeld, Tyrol, Austria!
Big data impact on society: a research roadmap for Europe (BYTE project resea...
With its rapid growth and increasing adoption, big data is producing a growing impact in society. Its usage is opening both opportunities such as new business models and economic gains and risks such as privacy violations and discrimination. Europe is in need of a comprehensive strategy to optimise the use of data for a societal benefit and increase the innovation and competitiveness of its productive activities. In this paper, we contribute to the definition of this strategy with a research roadmap that considers the positive and negative externalities associated with big data, maps research and innovation topics in the areas of data management, processing, analytics, protection, visualisation, as well as non-technical topics, to the externalities they can tackle, and provides a time frame to address these topics.
Open Data Hackathon in Bolzano, Italy - October 15-16, 2016
Register now and attend, and/or sponsor: http://hackathon.bz.it
Travel and accommodation support from Innsbruck is available, ask me if interested.
Online Marketing with Schema.org and Multi-channel Communication
This document discusses using semantic annotations and a multi-channel communication tool to increase the online visibility and marketing success of hotels. It describes how the Kaysers Hotel semantically annotated its website pages in multiple languages to improve search engine optimization. A multi-channel communication tool was also used to suggest and publish social media posts for the hotel across different channels. An evaluation found the hotel's website traffic and traffic from social media increased while time spent on social media marketing decreased. Future work could involve extending semantic standards for the hotel domain and applying semantic technologies more broadly to online communication.
Towards Semantic APIs for Research Data Services (Invited Talk)
Rapid development of Internet and Web technology is changing the state of the art in communication of knowledge, or results of research activities. Particularly, Semantic technology, linked and open data become key enablers for successful and efficient progress in research. At first, I define the research data service (RDS) and discuss typical current and possible future usage scenarios involving RDS. Further, I discuss the state of the art in the areas of semantic service and data annotation and API construction, as well as infrastructural solutions, applicable for RDS realisation. At last, innovative methods of online dissemination, promotion and efficient communication of research are discussed.
The Knowledge Level: Structure and Details (A. Newell, 1982)
The document discusses Alan Newell's concept of the "knowledge level" in artificial intelligence systems. It defines the knowledge level as a way to understand how an intelligent agent uses its knowledge to rationally determine actions based on its goals. The key aspects of the knowledge level are: (1) the system is an agent with goals, actions, and a body; (2) the medium is knowledge which the agent uses to select actions; and (3) the principle of rationality that actions are selected to attain goals. The document also discusses how knowledge level descriptions are approximations and must ultimately be represented at the symbol level in an implemented system.
TourPack: Packaging and Disseminating Touristic Services with Linked Data and...
The document summarizes the TourPack project, which aims to build a linked data system for packaging and disseminating touristic services. Key goals are to integrate information from multiple sources, automatically generate optimized travel packages, and efficiently publish and book packages through multiple channels like social media and mobile apps. The technical approach involves semantic annotation of services using schemas like Schema.org to enable automatic clustering, packaging and publishing of offers across different platforms. Expected outcomes include scalable multi-channel communication solutions and methods for online interactions and booking of tourism services.
Semantic Web 2014/15 Course - Tools and Applications Evaluation Tasks
1. The document introduces two semantic web applications called ONLIM and OpenFridge that are being evaluated. ONLIM is a social media marketing tool called Dacodi that helps companies automate posting to multiple social networks. OpenFridge collects energy consumption data from refrigerators to analyze energy efficiency.
2. For the evaluation, students are instructed to create an account on the Dacodi tool and use its functions to post to social networks and provide feedback. They are also told to contact the author to borrow equipment for measuring a refrigerator's electricity usage as part of evaluating OpenFridge.
3. The document provides references for further information about ONLIM, Dacodi, and OpenFridge.
Selecting Ontologies and Publishing Data of Electrical Appliances: A Refrige...
Application scenarios for the data generated from the Internet of Things are on the rise. For example, given the appliances’ energy consumption data, energy measurement tools now make it possible to save energy whilst efficiently controlling the consumption of different household devices. Yet, when the precise structured data describing appliance models is missing, it is difficult for such application scenarios to be realized. The developed OpenFridge ontology defines a basic vocabulary for the domain of measuring a refrigerator’s energy consumption, showing that the needed ontology schemata are already in place, but need to be identified and skillfully applied. Further, the ontology has been populated from the Web using data scraping, and the created dataset semantically describing the specifics of 1032 refrigerator models with 18665 triples, make these valuable assets for the development of further applications.
The Semantic Web Exists. What Next?
The document discusses the evolution of the semantic web and big data. It provides examples of how semantic web technologies can be applied to large datasets from domains such as climate research. It also discusses linked open data and the growth of the linked open data cloud over time. Public open data initiatives are described along with the benefits of a data economy where non-tangible assets like data play a significant role.
Context Based Adaptation of Semantic Rules in Smart Buildings
presentation of the paper:
Kumar, V., Fensel, A., Fröhlich, P. “Context Based Adaptation of Semantic
Rules in Smart Buildings”. In Proceedings of the 15th ACM International
Conference on Information Integration and Web-based Applications &
Services (iiWAS2013), ACM, 2-4 December 2013, Vienna, Austria.
Restaurant and food ontologies
This document discusses several existing ontologies for modeling restaurant menus and food data on the semantic web:
- Schema.org allows menus to be attached to restaurants as text or URLs but does not link individual menu items. Recipe classes could be used instead.
- RPI has published a Wine ontology and food ontology that could describe menu items. They also held a Food Semantic Web meetup to discuss ontology development.
- LOV includes a vocabulary focused on nutrition characteristics of food.
- Locu is a platform that enables multi-channel dissemination of data for restaurants and similar businesses.
- LinkedFood, from TU Berlin, aims to link food data on the semantic web.
Austrian Experience in Building Data Value Chain
- The document discusses open government data developments in Austria, including data.gv.at, which provides a central portal for Austrian open government data, and the Open Data Vienna Challenge contest, which resulted in around 80 apps being developed using open government data.
- It describes Linked Open Data (LOD) as a global data integration platform and some of the techniques used for data integration, including normalizing vocabularies and resolving entity identifiers.
- The Tourist Map Austria project is presented as a case study that combines open data and services through LOD to provide an integrated tourist information app and booking platform.
RESIDE: Renewable Energy Services on an Infrastructure for Data Exchange
The RESIDE project aims to develop renewable energy services based on semantic linked data. A consortium including experts in semantic services, mobile services, applied telecommunications and energy research will build an infrastructure to share renewable energy and smart home data. The goals are to identify common interests in data usage, build pilot services on the infrastructure, and motivate third party developers. The tasks include developing a data repository, business models, and renewable energy services for end users, utilities, and smart grids.
BEYOND ENERGY EFFICIENT SMART BUILDINGS
On November 27, 2012, FTW hosted the event "Research Highlights Energy". In addition to statements of Andrea Edelmann, EVN, and Catrin Haider, BMVIT, FTW researchers presented research results out of a total of 6 research projects in the Energy field. Gallery: http://www.ftw.at/news/ftw-event-research-highlights-energy
Empowering user participation with converged semantic services
Slides discussing how semantics empowers community participation. Presented at STI Innsbruck Summit at lake Garda, June 27, 2012. Credits to my present and past employers: STI Innsbruck, FTW, University of Surrey.
Male reproduction physiology by Suyash Garg .pptx
Physiology of Male reproduction.
Video mentioned at page no. 23 as summary for better understanding
Embracing Deep Variability For Reproducibility and Replicability
Embracing Deep Variability For Reproducibility and ReplicabilityUniversity of Rennes, INSA Rennes, Inria/IRISA, CNRS
Embracing Deep Variability For Reproducibility and Replicability
Abstract: Reproducibility (aka determinism in some cases) constitutes a fundamental aspect in various fields of computer science, such as floating-point computations in numerical analysis and simulation, concurrency models in parallelism, reproducible builds for third parties integration and packaging, and containerization for execution environments. These concepts, while pervasive across diverse concerns, often exhibit intricate inter-dependencies, making it challenging to achieve a comprehensive understanding. In this short and vision paper we delve into the application of software engineering techniques, specifically variability management, to systematically identify and explicit points of variability that may give rise to reproducibility issues (eg language, libraries, compiler, virtual machine, OS, environment variables, etc). The primary objectives are: i) gaining insights into the variability layers and their possible interactions, ii) capturing and documenting configurations for the sake of reproducibility, and iii) exploring diverse configurations to replicate, and hence validate and ensure the robustness of results. By adopting these methodologies, we aim to address the complexities associated with reproducibility and replicability in modern software systems and environments, facilitating a more comprehensive and nuanced perspective on these critical aspects.
https://hal.science/hal-04582287
MICROBIAL INTERACTION PPT/ MICROBIAL INTERACTION AND THEIR TYPES // PLANT MIC...
MICROBIAL INTERACTION PPT/ MICROBIAL INTERACTION AND THEIR TYPES // PLANT MIC...ABHISHEK SONI NIMT INSTITUTE OF MEDICAL AND PARAMEDCIAL SCIENCES , GOVT PG COLLEGE NOIDA
Microbial interaction
Microorganisms interacts with each other and can be physically associated with another organisms in a variety of ways.
One organism can be located on the surface of another organism as an ectobiont or located within another organism as endobiont.
Microbial interaction may be positive such as mutualism, proto-cooperation, commensalism or may be negative such as parasitism, predation or competition
Types of microbial interaction
Positive interaction: mutualism, proto-cooperation, commensalism
Negative interaction: Ammensalism (antagonism), parasitism, predation, competition
I. Mutualism:
It is defined as the relationship in which each organism in interaction gets benefits from association. It is an obligatory relationship in which mutualist and host are metabolically dependent on each other.
Mutualistic relationship is very specific where one member of association cannot be replaced by another species.
Mutualism require close physical contact between interacting organisms.
Relationship of mutualism allows organisms to exist in habitat that could not occupied by either species alone.
Mutualistic relationship between organisms allows them to act as a single organism.
Examples of mutualism:
i. Lichens:
Lichens are excellent example of mutualism.
They are the association of specific fungi and certain genus of algae. In lichen, fungal partner is called mycobiont and algal partner is called
II. Syntrophism:
It is an association in which the growth of one organism either depends on or improved by the substrate provided by another organism.
In syntrophism both organism in association gets benefits.
Compound A
Utilized by population 1
Compound B
Utilized by population 2
Compound C
utilized by both Population 1+2
Products
In this theoretical example of syntrophism, population 1 is able to utilize and metabolize compound A, forming compound B but cannot metabolize beyond compound B without co-operation of population 2. Population 2is unable to utilize compound A but it can metabolize compound B forming compound C. Then both population 1 and 2 are able to carry out metabolic reaction which leads to formation of end product that neither population could produce alone.
Examples of syntrophism:
i. Methanogenic ecosystem in sludge digester
Methane produced by methanogenic bacteria depends upon interspecies hydrogen transfer by other fermentative bacteria.
Anaerobic fermentative bacteria generate CO2 and H2 utilizing carbohydrates which is then utilized by methanogenic bacteria (Methanobacter) to produce methane.
ii. Lactobacillus arobinosus and Enterococcus faecalis:
In the minimal media, Lactobacillus arobinosus and Enterococcus faecalis are able to grow together but not alone.
The synergistic relationship between E. faecalis and L. arobinosus occurs in which E. faecalis require folic acid
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at 𝐳 = 2.9 wi...
We present the JWST discovery of SN 2023adsy, a transient object located in a host galaxy JADES-GS
+
53.13485
−
27.82088
with a host spectroscopic redshift of
2.903
±
0.007
. The transient was identified in deep James Webb Space Telescope (JWST)/NIRCam imaging from the JWST Advanced Deep Extragalactic Survey (JADES) program. Photometric and spectroscopic followup with NIRCam and NIRSpec, respectively, confirm the redshift and yield UV-NIR light-curve, NIR color, and spectroscopic information all consistent with a Type Ia classification. Despite its classification as a likely SN Ia, SN 2023adsy is both fairly red (
�
(
�
−
�
)
∼
0.9
) despite a host galaxy with low-extinction and has a high Ca II velocity (
19
,
000
±
2
,
000
km/s) compared to the general population of SNe Ia. While these characteristics are consistent with some Ca-rich SNe Ia, particularly SN 2016hnk, SN 2023adsy is intrinsically brighter than the low-
�
Ca-rich population. Although such an object is too red for any low-
�
cosmological sample, we apply a fiducial standardization approach to SN 2023adsy and find that the SN 2023adsy luminosity distance measurement is in excellent agreement (
≲
1
�
) with
Λ
CDM. Therefore unlike low-
�
Ca-rich SNe Ia, SN 2023adsy is standardizable and gives no indication that SN Ia standardized luminosities change significantly with redshift. A larger sample of distant SNe Ia is required to determine if SN Ia population characteristics at high-
�
truly diverge from their low-
�
counterparts, and to confirm that standardized luminosities nevertheless remain constant with redshift.
seed production, Nursery & Gardening.pdf
This presentation offers a general idea of the structure of seed, seed production, management of seeds and its allied technologies. It also offers the concept of gene erosion and the practices used to control it. Nursery and gardening have been widely explored along with their importance in the related domain.
More Related Content
More from Anna Fensel
Online Marketing with Schema.org and Multi-channel Communication
This document discusses using semantic annotations and a multi-channel communication tool to increase the online visibility and marketing success of hotels. It describes how the Kaysers Hotel semantically annotated its website pages in multiple languages to improve search engine optimization. A multi-channel communication tool was also used to suggest and publish social media posts for the hotel across different channels. An evaluation found the hotel's website traffic and traffic from social media increased while time spent on social media marketing decreased. Future work could involve extending semantic standards for the hotel domain and applying semantic technologies more broadly to online communication.
Towards Semantic APIs for Research Data Services (Invited Talk)
Rapid development of Internet and Web technology is changing the state of the art in communication of knowledge, or results of research activities. Particularly, Semantic technology, linked and open data become key enablers for successful and efficient progress in research. At first, I define the research data service (RDS) and discuss typical current and possible future usage scenarios involving RDS. Further, I discuss the state of the art in the areas of semantic service and data annotation and API construction, as well as infrastructural solutions, applicable for RDS realisation. At last, innovative methods of online dissemination, promotion and efficient communication of research are discussed.
The Knowledge Level: Structure and Details (A. Newell, 1982)
The document discusses Alan Newell's concept of the "knowledge level" in artificial intelligence systems. It defines the knowledge level as a way to understand how an intelligent agent uses its knowledge to rationally determine actions based on its goals. The key aspects of the knowledge level are: (1) the system is an agent with goals, actions, and a body; (2) the medium is knowledge which the agent uses to select actions; and (3) the principle of rationality that actions are selected to attain goals. The document also discusses how knowledge level descriptions are approximations and must ultimately be represented at the symbol level in an implemented system.
TourPack: Packaging and Disseminating Touristic Services with Linked Data and...
The document summarizes the TourPack project, which aims to build a linked data system for packaging and disseminating touristic services. Key goals are to integrate information from multiple sources, automatically generate optimized travel packages, and efficiently publish and book packages through multiple channels like social media and mobile apps. The technical approach involves semantic annotation of services using schemas like Schema.org to enable automatic clustering, packaging and publishing of offers across different platforms. Expected outcomes include scalable multi-channel communication solutions and methods for online interactions and booking of tourism services.
Semantic Web 2014/15 Course - Tools and Applications Evaluation Tasks
1. The document introduces two semantic web applications called ONLIM and OpenFridge that are being evaluated. ONLIM is a social media marketing tool called Dacodi that helps companies automate posting to multiple social networks. OpenFridge collects energy consumption data from refrigerators to analyze energy efficiency.
2. For the evaluation, students are instructed to create an account on the Dacodi tool and use its functions to post to social networks and provide feedback. They are also told to contact the author to borrow equipment for measuring a refrigerator's electricity usage as part of evaluating OpenFridge.
3. The document provides references for further information about ONLIM, Dacodi, and OpenFridge.
Selecting Ontologies and Publishing Data of Electrical Appliances: A Refrige...
Application scenarios for the data generated from the Internet of Things are on the rise. For example, given the appliances’ energy consumption data, energy measurement tools now make it possible to save energy whilst efficiently controlling the consumption of different household devices. Yet, when the precise structured data describing appliance models is missing, it is difficult for such application scenarios to be realized. The developed OpenFridge ontology defines a basic vocabulary for the domain of measuring a refrigerator’s energy consumption, showing that the needed ontology schemata are already in place, but need to be identified and skillfully applied. Further, the ontology has been populated from the Web using data scraping, and the created dataset semantically describing the specifics of 1032 refrigerator models with 18665 triples, make these valuable assets for the development of further applications.
The Semantic Web Exists. What Next?
The document discusses the evolution of the semantic web and big data. It provides examples of how semantic web technologies can be applied to large datasets from domains such as climate research. It also discusses linked open data and the growth of the linked open data cloud over time. Public open data initiatives are described along with the benefits of a data economy where non-tangible assets like data play a significant role.
Context Based Adaptation of Semantic Rules in Smart Buildings
presentation of the paper:
Kumar, V., Fensel, A., Fröhlich, P. “Context Based Adaptation of Semantic
Rules in Smart Buildings”. In Proceedings of the 15th ACM International
Conference on Information Integration and Web-based Applications &
Services (iiWAS2013), ACM, 2-4 December 2013, Vienna, Austria.
Restaurant and food ontologies
This document discusses several existing ontologies for modeling restaurant menus and food data on the semantic web:
- Schema.org allows menus to be attached to restaurants as text or URLs but does not link individual menu items. Recipe classes could be used instead.
- RPI has published a Wine ontology and food ontology that could describe menu items. They also held a Food Semantic Web meetup to discuss ontology development.
- LOV includes a vocabulary focused on nutrition characteristics of food.
- Locu is a platform that enables multi-channel dissemination of data for restaurants and similar businesses.
- LinkedFood, from TU Berlin, aims to link food data on the semantic web.
Austrian Experience in Building Data Value Chain
- The document discusses open government data developments in Austria, including data.gv.at, which provides a central portal for Austrian open government data, and the Open Data Vienna Challenge contest, which resulted in around 80 apps being developed using open government data.
- It describes Linked Open Data (LOD) as a global data integration platform and some of the techniques used for data integration, including normalizing vocabularies and resolving entity identifiers.
- The Tourist Map Austria project is presented as a case study that combines open data and services through LOD to provide an integrated tourist information app and booking platform.
RESIDE: Renewable Energy Services on an Infrastructure for Data Exchange
The RESIDE project aims to develop renewable energy services based on semantic linked data. A consortium including experts in semantic services, mobile services, applied telecommunications and energy research will build an infrastructure to share renewable energy and smart home data. The goals are to identify common interests in data usage, build pilot services on the infrastructure, and motivate third party developers. The tasks include developing a data repository, business models, and renewable energy services for end users, utilities, and smart grids.
BEYOND ENERGY EFFICIENT SMART BUILDINGS
On November 27, 2012, FTW hosted the event "Research Highlights Energy". In addition to statements of Andrea Edelmann, EVN, and Catrin Haider, BMVIT, FTW researchers presented research results out of a total of 6 research projects in the Energy field. Gallery: http://www.ftw.at/news/ftw-event-research-highlights-energy
Empowering user participation with converged semantic services
Slides discussing how semantics empowers community participation. Presented at STI Innsbruck Summit at lake Garda, June 27, 2012. Credits to my present and past employers: STI Innsbruck, FTW, University of Surrey.
More from Anna Fensel (13)
Online Marketing with Schema.org and Multi-channel Communication
Online Marketing with Schema.org and Multi-channel Communication
Towards Semantic APIs for Research Data Services (Invited Talk)
Towards Semantic APIs for Research Data Services (Invited Talk)
The Knowledge Level: Structure and Details (A. Newell, 1982)
The Knowledge Level: Structure and Details (A. Newell, 1982)
TourPack: Packaging and Disseminating Touristic Services with Linked Data and...
TourPack: Packaging and Disseminating Touristic Services with Linked Data and...
Semantic Web 2014/15 Course - Tools and Applications Evaluation Tasks
Semantic Web 2014/15 Course - Tools and Applications Evaluation Tasks
Selecting Ontologies and Publishing Data of Electrical Appliances: A Refrige...
Selecting Ontologies and Publishing Data of Electrical Appliances: A Refrige...
Context Based Adaptation of Semantic Rules in Smart Buildings
Context Based Adaptation of Semantic Rules in Smart Buildings
RESIDE: Renewable Energy Services on an Infrastructure for Data Exchange
RESIDE: Renewable Energy Services on an Infrastructure for Data Exchange
Empowering user participation with converged semantic services
Empowering user participation with converged semantic services
Recently uploaded
Male reproduction physiology by Suyash Garg .pptx
Physiology of Male reproduction.
Video mentioned at page no. 23 as summary for better understanding
Embracing Deep Variability For Reproducibility and Replicability
Embracing Deep Variability For Reproducibility and ReplicabilityUniversity of Rennes, INSA Rennes, Inria/IRISA, CNRS
Embracing Deep Variability For Reproducibility and Replicability
Abstract: Reproducibility (aka determinism in some cases) constitutes a fundamental aspect in various fields of computer science, such as floating-point computations in numerical analysis and simulation, concurrency models in parallelism, reproducible builds for third parties integration and packaging, and containerization for execution environments. These concepts, while pervasive across diverse concerns, often exhibit intricate inter-dependencies, making it challenging to achieve a comprehensive understanding. In this short and vision paper we delve into the application of software engineering techniques, specifically variability management, to systematically identify and explicit points of variability that may give rise to reproducibility issues (eg language, libraries, compiler, virtual machine, OS, environment variables, etc). The primary objectives are: i) gaining insights into the variability layers and their possible interactions, ii) capturing and documenting configurations for the sake of reproducibility, and iii) exploring diverse configurations to replicate, and hence validate and ensure the robustness of results. By adopting these methodologies, we aim to address the complexities associated with reproducibility and replicability in modern software systems and environments, facilitating a more comprehensive and nuanced perspective on these critical aspects.
https://hal.science/hal-04582287
MICROBIAL INTERACTION PPT/ MICROBIAL INTERACTION AND THEIR TYPES // PLANT MIC...
MICROBIAL INTERACTION PPT/ MICROBIAL INTERACTION AND THEIR TYPES // PLANT MIC...ABHISHEK SONI NIMT INSTITUTE OF MEDICAL AND PARAMEDCIAL SCIENCES , GOVT PG COLLEGE NOIDA
Microbial interaction
Microorganisms interacts with each other and can be physically associated with another organisms in a variety of ways.
One organism can be located on the surface of another organism as an ectobiont or located within another organism as endobiont.
Microbial interaction may be positive such as mutualism, proto-cooperation, commensalism or may be negative such as parasitism, predation or competition
Types of microbial interaction
Positive interaction: mutualism, proto-cooperation, commensalism
Negative interaction: Ammensalism (antagonism), parasitism, predation, competition
I. Mutualism:
It is defined as the relationship in which each organism in interaction gets benefits from association. It is an obligatory relationship in which mutualist and host are metabolically dependent on each other.
Mutualistic relationship is very specific where one member of association cannot be replaced by another species.
Mutualism require close physical contact between interacting organisms.
Relationship of mutualism allows organisms to exist in habitat that could not occupied by either species alone.
Mutualistic relationship between organisms allows them to act as a single organism.
Examples of mutualism:
i. Lichens:
Lichens are excellent example of mutualism.
They are the association of specific fungi and certain genus of algae. In lichen, fungal partner is called mycobiont and algal partner is called
II. Syntrophism:
It is an association in which the growth of one organism either depends on or improved by the substrate provided by another organism.
In syntrophism both organism in association gets benefits.
Compound A
Utilized by population 1
Compound B
Utilized by population 2
Compound C
utilized by both Population 1+2
Products
In this theoretical example of syntrophism, population 1 is able to utilize and metabolize compound A, forming compound B but cannot metabolize beyond compound B without co-operation of population 2. Population 2is unable to utilize compound A but it can metabolize compound B forming compound C. Then both population 1 and 2 are able to carry out metabolic reaction which leads to formation of end product that neither population could produce alone.
Examples of syntrophism:
i. Methanogenic ecosystem in sludge digester
Methane produced by methanogenic bacteria depends upon interspecies hydrogen transfer by other fermentative bacteria.
Anaerobic fermentative bacteria generate CO2 and H2 utilizing carbohydrates which is then utilized by methanogenic bacteria (Methanobacter) to produce methane.
ii. Lactobacillus arobinosus and Enterococcus faecalis:
In the minimal media, Lactobacillus arobinosus and Enterococcus faecalis are able to grow together but not alone.
The synergistic relationship between E. faecalis and L. arobinosus occurs in which E. faecalis require folic acid
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at 𝐳 = 2.9 wi...
We present the JWST discovery of SN 2023adsy, a transient object located in a host galaxy JADES-GS
+
53.13485
−
27.82088
with a host spectroscopic redshift of
2.903
±
0.007
. The transient was identified in deep James Webb Space Telescope (JWST)/NIRCam imaging from the JWST Advanced Deep Extragalactic Survey (JADES) program. Photometric and spectroscopic followup with NIRCam and NIRSpec, respectively, confirm the redshift and yield UV-NIR light-curve, NIR color, and spectroscopic information all consistent with a Type Ia classification. Despite its classification as a likely SN Ia, SN 2023adsy is both fairly red (
�
(
�
−
�
)
∼
0.9
) despite a host galaxy with low-extinction and has a high Ca II velocity (
19
,
000
±
2
,
000
km/s) compared to the general population of SNe Ia. While these characteristics are consistent with some Ca-rich SNe Ia, particularly SN 2016hnk, SN 2023adsy is intrinsically brighter than the low-
�
Ca-rich population. Although such an object is too red for any low-
�
cosmological sample, we apply a fiducial standardization approach to SN 2023adsy and find that the SN 2023adsy luminosity distance measurement is in excellent agreement (
≲
1
�
) with
Λ
CDM. Therefore unlike low-
�
Ca-rich SNe Ia, SN 2023adsy is standardizable and gives no indication that SN Ia standardized luminosities change significantly with redshift. A larger sample of distant SNe Ia is required to determine if SN Ia population characteristics at high-
�
truly diverge from their low-
�
counterparts, and to confirm that standardized luminosities nevertheless remain constant with redshift.
seed production, Nursery & Gardening.pdf
This presentation offers a general idea of the structure of seed, seed production, management of seeds and its allied technologies. It also offers the concept of gene erosion and the practices used to control it. Nursery and gardening have been widely explored along with their importance in the related domain.
Reaching the age of Adolescence- Class 8
This is a presentation on understanding the age of adolescence.
Signatures of wave erosion in Titan’s coasts
The shorelines of Titan’s hydrocarbon seas trace flooded erosional landforms such as river valleys; however, it isunclear whether coastal erosion has subsequently altered these shorelines. Spacecraft observations and theo-retical models suggest that wind may cause waves to form on Titan’s seas, potentially driving coastal erosion,but the observational evidence of waves is indirect, and the processes affecting shoreline evolution on Titanremain unknown. No widely accepted framework exists for using shoreline morphology to quantitatively dis-cern coastal erosion mechanisms, even on Earth, where the dominant mechanisms are known. We combinelandscape evolution models with measurements of shoreline shape on Earth to characterize how differentcoastal erosion mechanisms affect shoreline morphology. Applying this framework to Titan, we find that theshorelines of Titan’s seas are most consistent with flooded landscapes that subsequently have been eroded bywaves, rather than a uniform erosional process or no coastal erosion, particularly if wave growth saturates atfetch lengths of tens of kilometers.
fermented food science of sauerkraut.pptx
This ppt contains the production of a fermented food name - sauerkraut
The cost of acquiring information by natural selection
This is a short talk that I gave at the Banff International Research Station workshop on Modeling and Theory in Population Biology. The idea is to try to understand how the burden of natural selection relates to the amount of information that selection puts into the genome.
It's based on the first part of this research paper:
The cost of information acquisition by natural selection
Ryan Seamus McGee, Olivia Kosterlitz, Artem Kaznatcheev, Benjamin Kerr, Carl T. Bergstrom
bioRxiv 2022.07.02.498577; doi: https://doi.org/10.1101/2022.07.02.498577
一比一原版美国佩斯大学毕业证如何办理
原版一模一样【微信：741003700 】【美国佩斯大学毕业证成绩单】【微信：741003700 】学位证，留信认证（真实可查，永久存档）原件一模一样纸张工艺/offer、雅思、外壳等材料/诚信可靠,可直接看成品样本，帮您解决无法毕业带来的各种难题！外壳，原版制作，诚信可靠，可直接看成品样本。行业标杆！精益求精，诚心合作，真诚制作！多年品质 ,按需精细制作，24小时接单,全套进口原装设备。十五年致力于帮助留学生解决难题，包您满意。
本公司拥有海外各大学样板无数，能完美还原。
1:1完美还原海外各大学毕业材料上的工艺：水印，阴影底纹，钢印LOGO烫金烫银，LOGO烫金烫银复合重叠。文字图案浮雕、激光镭射、紫外荧光、温感、复印防伪等防伪工艺。材料咨询办理、认证咨询办理请加学历顾问Q/微741003700
【主营项目】
一.毕业证【q微741003700】成绩单、使馆认证、教育部认证、雅思托福成绩单、学生卡等！
二.真实使馆公证(即留学回国人员证明,不成功不收费)
三.真实教育部学历学位认证（教育部存档！教育部留服网站永久可查）
四.办理各国各大学文凭(一对一专业服务,可全程监控跟踪进度)
如果您处于以下几种情况：
◇在校期间，因各种原因未能顺利毕业……拿不到官方毕业证【q/微741003700】
◇面对父母的压力，希望尽快拿到；
◇不清楚认证流程以及材料该如何准备；
◇回国时间很长，忘记办理；
◇回国马上就要找工作，办给用人单位看；
◇企事业单位必须要求办理的
◇需要报考公务员、购买免税车、落转户口
◇申请留学生创业基金
留信网认证的作用:
1:该专业认证可证明留学生真实身份
2:同时对留学生所学专业登记给予评定
3:国家专业人才认证中心颁发入库证书
4:这个认证书并且可以归档倒地方
5:凡事获得留信网入网的信息将会逐步更新到个人身份内，将在公安局网内查询个人身份证信息后，同步读取人才网入库信息
6:个人职称评审加20分
7:个人信誉贷款加10分
8:在国家人才网主办的国家网络招聘大会中纳入资料，供国家高端企业选择人才
办理美国佩斯大学毕业证【微信：741003700 】外观非常简单，由纸质材料制成，上面印有校徽、校名、毕业生姓名、专业等信息。
办理美国佩斯大学毕业证【微信：741003700 】格式相对统一，各专业都有相应的模板。通常包括以下部分：
校徽：象征着学校的荣誉和传承。
校名:学校英文全称
授予学位：本部分将注明获得的具体学位名称。
毕业生姓名：这是最重要的信息之一，标志着该证书是由特定人员获得的。
颁发日期：这是毕业正式生效的时间，也代表着毕业生学业的结束。
其他信息：根据不同的专业和学位，可能会有一些特定的信息或章节。
办理美国佩斯大学毕业证【微信：741003700 】价值很高，需要妥善保管。一般来说，应放置在安全、干燥、防潮的地方，避免长时间暴露在阳光下。如需使用，最好使用复印件而不是原件，以免丢失。
综上所述，办理美国佩斯大学毕业证【微信：741003700 】是证明身份和学历的高价值文件。外观简单庄重，格式统一，包括重要的个人信息和发布日期。对持有人来说，妥善保管是非常重要的。
Synopsis presentation VDR gene polymorphism and anemia (2).pptx
I am the PhD scholar of FND department, Assam down town University
JAMES WEBB STUDY THE MASSIVE BLACK HOLE SEEDS
The pathway(s) to seeding the massive black holes (MBHs) that exist at the heart of galaxies in the present and distant Universe remains an unsolved problem. Here we categorise, describe and quantitatively discuss the formation pathways of both light and heavy seeds. We emphasise that the most recent computational models suggest that rather than a bimodal-like mass spectrum between light and heavy seeds with light at one end and heavy at the other that instead a continuum exists. Light seeds being more ubiquitous and the heavier seeds becoming less and less abundant due the rarer environmental conditions required for their formation. We therefore examine the different mechanisms that give rise to different seed mass spectrums. We show how and why the mechanisms that produce the heaviest seeds are also among the rarest events in the Universe and are hence extremely unlikely to be the seeds for the vast majority of the MBH population. We quantify, within the limits of the current large uncertainties in the seeding processes, the expected number densities of the seed mass spectrum. We argue that light seeds must be at least 103 to 105 times more numerous than heavy seeds to explain the MBH population as a whole. Based on our current understanding of the seed population this makes heavy seeds (Mseed > 103 M⊙) a significantly more likely pathway given that heavy seeds have an abundance pattern than is close to and likely in excess of 10−4 compared to light seeds. Finally, we examine the current state-of-the-art in numerical calculations and recent observations and plot a path forward for near-future advances in both domains.
BIRDS DIVERSITY OF SOOTEA BISWANATH ASSAM.ppt.pptx
Ahota Beel, nestled in Sootea Biswanath Assam , is celebrated for its extraordinary diversity of bird species. This wetland sanctuary supports a myriad of avian residents and migrants alike. Visitors can admire the elegant flights of migratory species such as the Northern Pintail and Eurasian Wigeon, alongside resident birds including the Asian Openbill and Pheasant-tailed Jacana. With its tranquil scenery and varied habitats, Ahota Beel offers a perfect haven for birdwatchers to appreciate and study the vibrant birdlife that thrives in this natural refuge.
Holsinger, Bruce W. - Music, body and desire in medieval culture [2001].pdf
Music and Medieval History
Recently uploaded (20)
Microbiology of Central Nervous System INFECTIONS.pdf
Microbiology of Central Nervous System INFECTIONS.pdf
Embracing Deep Variability For Reproducibility and Replicability
Embracing Deep Variability For Reproducibility and Replicability
Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...
Juaristi, Jon. - El canon espanol. El legado de la cultura española a la civi...
MICROBIAL INTERACTION PPT/ MICROBIAL INTERACTION AND THEIR TYPES // PLANT MIC...
MICROBIAL INTERACTION PPT/ MICROBIAL INTERACTION AND THEIR TYPES // PLANT MIC...
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at 𝐳 = 2.9 wi...
Discovery of An Apparent Red, High-Velocity Type Ia Supernova at 𝐳 = 2.9 wi...
The cost of acquiring information by natural selection
The cost of acquiring information by natural selection
Synopsis presentation VDR gene polymorphism and anemia (2).pptx
Synopsis presentation VDR gene polymorphism and anemia (2).pptx
BIRDS DIVERSITY OF SOOTEA BISWANATH ASSAM.ppt.pptx
BIRDS DIVERSITY OF SOOTEA BISWANATH ASSAM.ppt.pptx
Holsinger, Bruce W. - Music, body and desire in medieval culture [2001].pdf
Holsinger, Bruce W. - Music, body and desire in medieval culture [2001].pdf
Special Issue on Machine Learning and Knowledge Graphs
- 1. Special Issue on Machine Learning and Knowledge Graphs @ Future Generation Computer Systems (Elsevier SCI-ranked journal, IF: 5.768) • “It has become critical that the communities related to Machine Learning, Deep Learning and Knowledge Graphs join their forces in order to develop more effective algorithms and applications.“ • Guest editors: Mehwish Alam, Anna Fensel, Jorge Martinez-Gil, Bernhard A. Moser, Diego Reforgiato Recupero, Harald Sack • Timeline: • Paper submission due: 30 November, 2019 • Initial review feedback: 31 January, 2020 • Revision Due: 31 March, 2020 • Final review decision: 31 July, 2020 • More information and submission: https://www.journals.elsevier.com/future- generation-computer-systems/call-for-papers/special-issue-on-machine- learning-and-knowledge-graphs