The Golden Age of GIS - Keynote for GIS day 2019Martijn van Exel
How Open Data enables the GIS of Today. A talk I did at UvU in Orem, Utah for GIS day 2019. I talked about the big role open data, and OpenStreetMap in particular, plays in today's geo world.
MAPS.ME Workshop on State of The Map Asia 2017 ConferenceEugene Lisovskiy
Presentation about MAPS.ME app, integrated mobile OpenStreetMap editor, the impact on community growth and the development roadmap for 2018. Prepared for the State of The Map Asia 2017 conference - the OpenStreetMap.org community.
Jungle Bus: Public transport networks mapping made easy #Sotm2017Florian Lainez
We help you create the public transport map of your city.
1. Collect bus stops with our super-easy-to-use Jungle Bus Android app.
2. Improve quality of the Public Transport’s data with dedicated QA tools.
3. Create a proper map with our custom public transport map style Enjoy!
See also the video of the presentation here: https://www.youtube.com/watch?v=etp92SNhmiM&t=3615s
Eugene Lisovskiy, CEO, MAPS.ME | SotM Asia 2017 |The Future of OSM in Asia an...Kathmandu Living Labs
State of the Map Asia (SotM-Asia) is the annual regional conference of OpenStreetMap (OSM) organized by OSM communities in Asia. First SotM-Asia was organized in Jakarta, Indonesia in 2015, and the second was organized in Manila, Philippines in 2016. This year’s conference, third in the series, was organized in Kathmandu, Nepal on September 23 – 24, 2017 at Park Village Resort, Budhanilkantha, Kathmandu, Nepal.
We brought nearly 200 Open Mapping enthusiasts from Asia and beyond to this year’s SotM-Asia. The event provided an opportunity to share knowledge and experience among mappers; expand their network; and generate ideas to expand map coverage and effective use of OSM data in Asian continent. We chose ‘from creation to use of OSM data’ as the theme of this year’s conference, emphasizing on the effective use of OSM data. We also brought together a government panel from four different countries in this year’s SotM-Asia. We believe this event will deepen the bond and enhance collaboration among OSM communities across Asia.
More information about the conference can be found on: http://stateofthemap.asia.
The Golden Age of GIS - Keynote for GIS day 2019Martijn van Exel
How Open Data enables the GIS of Today. A talk I did at UvU in Orem, Utah for GIS day 2019. I talked about the big role open data, and OpenStreetMap in particular, plays in today's geo world.
MAPS.ME Workshop on State of The Map Asia 2017 ConferenceEugene Lisovskiy
Presentation about MAPS.ME app, integrated mobile OpenStreetMap editor, the impact on community growth and the development roadmap for 2018. Prepared for the State of The Map Asia 2017 conference - the OpenStreetMap.org community.
Jungle Bus: Public transport networks mapping made easy #Sotm2017Florian Lainez
We help you create the public transport map of your city.
1. Collect bus stops with our super-easy-to-use Jungle Bus Android app.
2. Improve quality of the Public Transport’s data with dedicated QA tools.
3. Create a proper map with our custom public transport map style Enjoy!
See also the video of the presentation here: https://www.youtube.com/watch?v=etp92SNhmiM&t=3615s
Eugene Lisovskiy, CEO, MAPS.ME | SotM Asia 2017 |The Future of OSM in Asia an...Kathmandu Living Labs
State of the Map Asia (SotM-Asia) is the annual regional conference of OpenStreetMap (OSM) organized by OSM communities in Asia. First SotM-Asia was organized in Jakarta, Indonesia in 2015, and the second was organized in Manila, Philippines in 2016. This year’s conference, third in the series, was organized in Kathmandu, Nepal on September 23 – 24, 2017 at Park Village Resort, Budhanilkantha, Kathmandu, Nepal.
We brought nearly 200 Open Mapping enthusiasts from Asia and beyond to this year’s SotM-Asia. The event provided an opportunity to share knowledge and experience among mappers; expand their network; and generate ideas to expand map coverage and effective use of OSM data in Asian continent. We chose ‘from creation to use of OSM data’ as the theme of this year’s conference, emphasizing on the effective use of OSM data. We also brought together a government panel from four different countries in this year’s SotM-Asia. We believe this event will deepen the bond and enhance collaboration among OSM communities across Asia.
More information about the conference can be found on: http://stateofthemap.asia.
OSM.org is a Wikipedia in maps, but drawing roads and buildings is just a half of it's success. What do the regular user need? POIs - thats what they all are looking for on maps and how to get there. But how OSM can get all this huge data? Only users with local knowledge can do it. We at MAPS.ME created a simple map editor inside the app and boosted OSM with POIs data. MAPS.ME is #1 mobile OSM editor in the world and we proud to be a part of a big open SOM community making the world maps free for everyone :) Use MAPS.ME to improve the map and make the world better :)
Eugene Lisovskiy, Russia | SotM-Asia 2017 | Country PresentationKathmandu Living Labs
State of the Map Asia (SotM-Asia) is the annual regional conference of OpenStreetMap (OSM) organized by OSM communities in Asia. First SotM-Asia was organized in Jakarta, Indonesia in 2015, and the second was organized in Manila, Philippines in 2016. This year’s conference, third in the series, was organized in Kathmandu, Nepal on September 23 – 24, 2017 at Park Village Resort, Budhanilkantha, Kathmandu, Nepal.
We brought nearly 200 Open Mapping enthusiasts from Asia and beyond to this year’s SotM-Asia. The event provided an opportunity to share knowledge and experience among mappers; expand their network; and generate ideas to expand map coverage and effective use of OSM data in Asian continent. We chose ‘from creation to use of OSM data’ as the theme of this year’s conference, emphasizing on the effective use of OSM data. We also brought together a government panel from four different countries in this year’s SotM-Asia. We believe this event will deepen the bond and enhance collaboration among OSM communities across Asia.
More information about the conference can be found on: http://stateofthemap.asia.
In 2017 I gave a lunchtime Webinar presentation on the opensource mapping solution OpenStreetMap which is rapidly growing in terms of coverage, detail and re-usability.
Talk given at OpenTech 2011. An overview of the developer ecosystem around OpenStreetMap data, and how web and mobile app developers can use OpenStreetMap.
More details: http://www.harrywood.co.uk/blog/2011/05/22/openstreetmap-at-opentech-2011/
Introduction to OpenStreetMap, its extracts, and relation to Project NOAHErvin Malicdem
An introduction to the basics of editing in OpenStreetMap, extracts, Schadow1 Expeditions GPS map of the Philippines and its importance to the development of risk analysis map by Project NOAH (Nationwide Operational Assessment of Hazards) and its ISAIAH component (Integrated Scenario-based Assessment of Impacts and Hazards.
Presenting OpenStreetMap in Ghana during Project Flood Risk Accra WorkshopEnock Seth Nyamador
A presentation on OpenStreetMap in Ghana during Project Flood Risk Accra (www.floodriskaccra.com) Workshop at International Water Management Institution in Accra.
Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...chippy
Presentation about OSM for Humanitarian use at Plan International Mapping Workshop, Woking, Nov. 2012.
Getting started with OSM: http://learnosm.org
About HOT: http://hot.openstreetmap.org/
Current HOT projects: http://hot.openstreetmap.org/projects
Presentation at KULTUR PÅ NETT 2012 in Trondheim. The subject is Europeana's thinking and plans concerning development for mobile and its relation to our API-strategy during 2012 and the first half of 2013.
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
More Related Content
Similar to The most popular OpenStreetMap editor, for FOSS4G 2016
OSM.org is a Wikipedia in maps, but drawing roads and buildings is just a half of it's success. What do the regular user need? POIs - thats what they all are looking for on maps and how to get there. But how OSM can get all this huge data? Only users with local knowledge can do it. We at MAPS.ME created a simple map editor inside the app and boosted OSM with POIs data. MAPS.ME is #1 mobile OSM editor in the world and we proud to be a part of a big open SOM community making the world maps free for everyone :) Use MAPS.ME to improve the map and make the world better :)
Eugene Lisovskiy, Russia | SotM-Asia 2017 | Country PresentationKathmandu Living Labs
State of the Map Asia (SotM-Asia) is the annual regional conference of OpenStreetMap (OSM) organized by OSM communities in Asia. First SotM-Asia was organized in Jakarta, Indonesia in 2015, and the second was organized in Manila, Philippines in 2016. This year’s conference, third in the series, was organized in Kathmandu, Nepal on September 23 – 24, 2017 at Park Village Resort, Budhanilkantha, Kathmandu, Nepal.
We brought nearly 200 Open Mapping enthusiasts from Asia and beyond to this year’s SotM-Asia. The event provided an opportunity to share knowledge and experience among mappers; expand their network; and generate ideas to expand map coverage and effective use of OSM data in Asian continent. We chose ‘from creation to use of OSM data’ as the theme of this year’s conference, emphasizing on the effective use of OSM data. We also brought together a government panel from four different countries in this year’s SotM-Asia. We believe this event will deepen the bond and enhance collaboration among OSM communities across Asia.
More information about the conference can be found on: http://stateofthemap.asia.
In 2017 I gave a lunchtime Webinar presentation on the opensource mapping solution OpenStreetMap which is rapidly growing in terms of coverage, detail and re-usability.
Talk given at OpenTech 2011. An overview of the developer ecosystem around OpenStreetMap data, and how web and mobile app developers can use OpenStreetMap.
More details: http://www.harrywood.co.uk/blog/2011/05/22/openstreetmap-at-opentech-2011/
Introduction to OpenStreetMap, its extracts, and relation to Project NOAHErvin Malicdem
An introduction to the basics of editing in OpenStreetMap, extracts, Schadow1 Expeditions GPS map of the Philippines and its importance to the development of risk analysis map by Project NOAH (Nationwide Operational Assessment of Hazards) and its ISAIAH component (Integrated Scenario-based Assessment of Impacts and Hazards.
Presenting OpenStreetMap in Ghana during Project Flood Risk Accra WorkshopEnock Seth Nyamador
A presentation on OpenStreetMap in Ghana during Project Flood Risk Accra (www.floodriskaccra.com) Workshop at International Water Management Institution in Accra.
Introduction to OpenStreetMap and Humanitarian OSM Team for Plan Internationa...chippy
Presentation about OSM for Humanitarian use at Plan International Mapping Workshop, Woking, Nov. 2012.
Getting started with OSM: http://learnosm.org
About HOT: http://hot.openstreetmap.org/
Current HOT projects: http://hot.openstreetmap.org/projects
Presentation at KULTUR PÅ NETT 2012 in Trondheim. The subject is Europeana's thinking and plans concerning development for mobile and its relation to our API-strategy during 2012 and the first half of 2013.
Similar to The most popular OpenStreetMap editor, for FOSS4G 2016 (20)
6th International Conference on Machine Learning & Applications (CMLA 2024)ClaraZara1
6th International Conference on Machine Learning & Applications (CMLA 2024) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of on Machine Learning & Applications.
An Approach to Detecting Writing Styles Based on Clustering Techniquesambekarshweta25
An Approach to Detecting Writing Styles Based on Clustering Techniques
Authors:
-Devkinandan Jagtap
-Shweta Ambekar
-Harshit Singh
-Nakul Sharma (Assistant Professor)
Institution:
VIIT Pune, India
Abstract:
This paper proposes a system to differentiate between human-generated and AI-generated texts using stylometric analysis. The system analyzes text files and classifies writing styles by employing various clustering algorithms, such as k-means, k-means++, hierarchical, and DBSCAN. The effectiveness of these algorithms is measured using silhouette scores. The system successfully identifies distinct writing styles within documents, demonstrating its potential for plagiarism detection.
Introduction:
Stylometry, the study of linguistic and structural features in texts, is used for tasks like plagiarism detection, genre separation, and author verification. This paper leverages stylometric analysis to identify different writing styles and improve plagiarism detection methods.
Methodology:
The system includes data collection, preprocessing, feature extraction, dimensional reduction, machine learning models for clustering, and performance comparison using silhouette scores. Feature extraction focuses on lexical features, vocabulary richness, and readability scores. The study uses a small dataset of texts from various authors and employs algorithms like k-means, k-means++, hierarchical clustering, and DBSCAN for clustering.
Results:
Experiments show that the system effectively identifies writing styles, with silhouette scores indicating reasonable to strong clustering when k=2. As the number of clusters increases, the silhouette scores decrease, indicating a drop in accuracy. K-means and k-means++ perform similarly, while hierarchical clustering is less optimized.
Conclusion and Future Work:
The system works well for distinguishing writing styles with two clusters but becomes less accurate as the number of clusters increases. Future research could focus on adding more parameters and optimizing the methodology to improve accuracy with higher cluster values. This system can enhance existing plagiarism detection tools, especially in academic settings.
Welcome to WIPAC Monthly the magazine brought to you by the LinkedIn Group Water Industry Process Automation & Control.
In this month's edition, along with this month's industry news to celebrate the 13 years since the group was created we have articles including
A case study of the used of Advanced Process Control at the Wastewater Treatment works at Lleida in Spain
A look back on an article on smart wastewater networks in order to see how the industry has measured up in the interim around the adoption of Digital Transformation in the Water Industry.
Forklift Classes Overview by Intella PartsIntella Parts
Discover the different forklift classes and their specific applications. Learn how to choose the right forklift for your needs to ensure safety, efficiency, and compliance in your operations.
For more technical information, visit our website https://intellaparts.com
Sachpazis:Terzaghi Bearing Capacity Estimation in simple terms with Calculati...Dr.Costas Sachpazis
Terzaghi's soil bearing capacity theory, developed by Karl Terzaghi, is a fundamental principle in geotechnical engineering used to determine the bearing capacity of shallow foundations. This theory provides a method to calculate the ultimate bearing capacity of soil, which is the maximum load per unit area that the soil can support without undergoing shear failure. The Calculation HTML Code included.
KuberTENes Birthday Bash Guadalajara - K8sGPT first impressionsVictor Morales
K8sGPT is a tool that analyzes and diagnoses Kubernetes clusters. This presentation was used to share the requirements and dependencies to deploy K8sGPT in a local environment.
Hybrid optimization of pumped hydro system and solar- Engr. Abdul-Azeez.pdffxintegritypublishin
Advancements in technology unveil a myriad of electrical and electronic breakthroughs geared towards efficiently harnessing limited resources to meet human energy demands. The optimization of hybrid solar PV panels and pumped hydro energy supply systems plays a pivotal role in utilizing natural resources effectively. This initiative not only benefits humanity but also fosters environmental sustainability. The study investigated the design optimization of these hybrid systems, focusing on understanding solar radiation patterns, identifying geographical influences on solar radiation, formulating a mathematical model for system optimization, and determining the optimal configuration of PV panels and pumped hydro storage. Through a comparative analysis approach and eight weeks of data collection, the study addressed key research questions related to solar radiation patterns and optimal system design. The findings highlighted regions with heightened solar radiation levels, showcasing substantial potential for power generation and emphasizing the system's efficiency. Optimizing system design significantly boosted power generation, promoted renewable energy utilization, and enhanced energy storage capacity. The study underscored the benefits of optimizing hybrid solar PV panels and pumped hydro energy supply systems for sustainable energy usage. Optimizing the design of solar PV panels and pumped hydro energy supply systems as examined across diverse climatic conditions in a developing country, not only enhances power generation but also improves the integration of renewable energy sources and boosts energy storage capacities, particularly beneficial for less economically prosperous regions. Additionally, the study provides valuable insights for advancing energy research in economically viable areas. Recommendations included conducting site-specific assessments, utilizing advanced modeling tools, implementing regular maintenance protocols, and enhancing communication among system components.
NO1 Uk best vashikaran specialist in delhi vashikaran baba near me online vas...Amil Baba Dawood bangali
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Literature Review Basics and Understanding Reference Management.pptxDr Ramhari Poudyal
Three-day training on academic research focuses on analytical tools at United Technical College, supported by the University Grant Commission, Nepal. 24-26 May 2024
Harnessing WebAssembly for Real-time Stateless Streaming PipelinesChristina Lin
Traditionally, dealing with real-time data pipelines has involved significant overhead, even for straightforward tasks like data transformation or masking. However, in this talk, we’ll venture into the dynamic realm of WebAssembly (WASM) and discover how it can revolutionize the creation of stateless streaming pipelines within a Kafka (Redpanda) broker. These pipelines are adept at managing low-latency, high-data-volume scenarios.
Cosmetic shop management system project report.pdfKamal Acharya
Buying new cosmetic products is difficult. It can even be scary for those who have sensitive skin and are prone to skin trouble. The information needed to alleviate this problem is on the back of each product, but it's thought to interpret those ingredient lists unless you have a background in chemistry.
Instead of buying and hoping for the best, we can use data science to help us predict which products may be good fits for us. It includes various function programs to do the above mentioned tasks.
Data file handling has been effectively used in the program.
The automated cosmetic shop management system should deal with the automation of general workflow and administration process of the shop. The main processes of the system focus on customer's request where the system is able to search the most appropriate products and deliver it to the customers. It should help the employees to quickly identify the list of cosmetic product that have reached the minimum quantity and also keep a track of expired date for each cosmetic product. It should help the employees to find the rack number in which the product is placed.It is also Faster and more efficient way.
17. MapsWithMe
● Free and Pro versions
● iOS and Android
● Responsive support
● Basic features: bookmarks,
searching
● Very fast
● Whole world in 8 GB
18. MAPS.ME
● Completely free
● iOS and Android
● Responsive support
● Bookmarks, searching, car and
pedestrian routing, booking etc
● Very fast
● Whole world in 32 GB
28. Many Issues Still
● Tourists changing names to their
language
● Duplicate POIs
● Incorrect types
● Private info on the map
● Cannot contact the author