BEGIN:VCALENDAR VERSION:2.0 PRODID:-//Recomentor - ECPv6.13.1//NONSGML v1.0//EN CALSCALE:GREGORIAN METHOD:PUBLISH X-WR-CALNAME:Recomentor X-ORIGINAL-URL:https://recomentor.ai X-WR-CALDESC:Events for Recomentor REFRESH-INTERVAL;VALUE=DURATION:PT1H X-Robots-Tag:noindex X-PUBLISHED-TTL:PT1H BEGIN:VTIMEZONE TZID:UTC BEGIN:STANDARD TZOFFSETFROM:+0000 TZOFFSETTO:+0000 TZNAME:UTC DTSTART:20230101T000000 END:STANDARD END:VTIMEZONE BEGIN:VEVENT DTSTART;TZID=UTC:20230404T000000 DTEND;TZID=UTC:20230404T000000 DTSTAMP:20260407T101703 CREATED:20241202T182143Z LAST-MODIFIED:20250217T102541Z UID:163624-1680566400-1680566400@recomentor.ai SUMMARY:How to Train your (artificial) Brain: the IFC’s MALENA case DESCRIPTION:ON-DEMAND WEBINAR\n \n \n \n \n \n Sensing Clues Wildlife Foundation\n \n \n \n \n \n Machine Learning ESG Analyst \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Blaise Sandwidi\n Lead Data Scientist at IFC\n \n0\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Carlos Arias\n Senior Environmental Specialist at IFC\n \n0\n \n \n \n \n \n \n 4\n 5\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Fill out the form to watch the webinar\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Using AI to Identify ESG Risk\nMALENA (Machine Learning ESG Analyst) is an Artificial Intelligence model developed by IFC. MALENA uses Natural Language Processing techniques to identify ESG risk and analyze its significance. MALENA uses the IFC’s Performance Standards and Corporate Governance Methodology as a framework to support ESG data analytics. MALENA’s model converts unstructured text into meaningful analysis\, insights\, patterns and themes. \nMALENA leverages long standing corpora of IFC ESG data and institutional knowledge to identify and infer ESG risks. By applying an in-house adapted Sentiment Analysis methodology\, MALENA provides easy-to-access project and portfolio insights. MALENA complements analysis by ESG Specialists and supports better-informed decision making. \nThe MALENA AI was developed using supervised machine learning\, an effective but time and data intensive approach that demands a lot of interaction between the “supervisors” (data analysts and data scientists) and the algorithm. Supervised machine learning requires the creation of large sets of labeled data to train the model to classify data and replicate outcomes on new datasets. The MALENA Data Readiness team is responsible for the curated collection of ESG data\, the creation of an ESG taxonomy and the labeling of over 100k labels. These labeled datasets prepared by the Data Readiness team of ESG analysts support data scientists who train and finetune models. \nIFC’s ESG taxonomy has been created by using the Poolparty application\, an approach we found to be very useful and resourceful. The iterative approaches to improving model performance have enabled the Data Readiness team to develop rules and quality control criteria to ensure high-quality training data. This approach to human-machine interaction\, informed by a set of labeling rules\, with the end goal of creating at-scale analytical capacity\, has proven to be a highly successful approach to maximize MALENA’s performance. This presentation introduces how IFC trained MALENA’s brain. \n \n WATCH NOW\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Speakers\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Carlos Arias\n Senior Environmental Specialist at IFC \n \n LinkedIn\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Blaise Sandwidi\n Lead Data Scientist at IFC \n \n LinkedIn URL:https://recomentor.ai/event/how-to-train-your-artificial-brain-the-ifc-malena/ CATEGORIES:On-demand Webinars END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20230316T000000 DTEND;TZID=UTC:20230316T000000 DTSTAMP:20260407T101703 CREATED:20241202T183958Z LAST-MODIFIED:20250217T101708Z UID:163625-1678924800-1678924800@recomentor.ai SUMMARY:Knowledge Management and the Great Resignation DESCRIPTION:ON-DEMAND WEBINAR\n \n \n \n \n \n Sensing Clues Wildlife Foundation\n \n \n \n \n \n Automating information capture\, organization\, and accessibility \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Joseph Hilger\n Chief Operating Officer at Enterprise Knowledge (EK)\n \n0\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Benoit Gaussin\n Partner Manager at Enterprise Knowledge (EK)\n \n0\n \n \n \n \n \n \n 4\n 5\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Fill out the form to watch the webinar\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Retaining Enterprise Knowledge with Semantics Information Management\nThe Great Resignation was a wake-up call to companies around the world about the importance of information capture and sharing. Critical knowledge workers left companies around the world\, taking their tacit knowledge with them and forcing their employers to scramble to figure out how to replace them. \nIn this presentation\, Joe and Benoit talked about how Semantics information management strategies and tools like PoolParty and Knowledge Graphs are automating the way that information is captured\, organized\, and made accessible across the organization. They share the concepts of how these tools work along with successful examples from work the Enterprise Knowledge team has done in the past. \n \n WATCH NOW\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Speakers\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Benoit Gaussin\n Partner Manager at Enterprise Knowledge (EK) \n \n LinkedIn\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Joseph Hilger\n Chief Operating Officer at Enterprise Knowledge (EK) \n \n LinkedIn URL:https://recomentor.ai/event/knowledge-management-and-the-great-resignation/ CATEGORIES:On-demand Webinars END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20230316T000000 DTEND;TZID=UTC:20230316T000000 DTSTAMP:20260407T101703 CREATED:20241202T180246Z LAST-MODIFIED:20250217T102228Z UID:163623-1678924800-1678924800@recomentor.ai SUMMARY:Portfolio knowledge discovery at the Green Climate Fund (GCF) DESCRIPTION:ON-DEMAND WEBINAR\n \n \n \n \n \n Sensing Clues Wildlife Foundation\n \n \n \n \n \n Full-circle information retrieval  \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Flavio Previtali\n Knowledge Management Officer at Green Climate Fund\n \n0\n \n \n \n \n \n \n 4\n 5\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Fill out the form to watch the webinar\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Information from Start to Finish\nFlavio Previtali\, Knowledge Management Officer at Green Climate Fund (GCF)\, gave a presentation at the PoolParty Summit 2023 to show how the GCF used SWC services and licenses to build a system capable of providing information on projects throughout their whole life cycle\, from submission to closure. With a step-by-step approach\, they analyzed the initial conditions\, GCF needs and how the tools were used to address them. Moreover\, they explored where it was necessary to cooperate with in house ICT team to develop additional tools for analysis and display of tags. \n \n WATCH NOW\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Speakers\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Flavio Previtali\n Knowledge Management Officer at Green Climate Fund \n \n LinkedIn URL:https://recomentor.ai/event/portfolio-knowledge-discovery-green-climate-fund/ CATEGORIES:On-demand Webinars END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20230315T000000 DTEND;TZID=UTC:20230315T000000 DTSTAMP:20260407T101703 CREATED:20241202T191831Z LAST-MODIFIED:20250312T132356Z UID:163626-1678838400-1678838400@recomentor.ai SUMMARY:Sensing Clues Wildlife Foundation DESCRIPTION:ON-DEMAND WEBINAR\n \n \n \n \n \n Sensing Clues Wildlife Foundation\n \n \n \n \n \n PoolParty for conservation and protection\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Jan-Kees Schakel\n Founder and Director of Sensing Clues\n \n0\n \n \n \n \n \n \n 4\n 5\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Fill out the form to watch the webinar\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Focus on E(nvironmental)SG\nJan-Kees Schakel\, Founder and Director at Sensing Clues Foundation\, provided an overview of how PoolParty is being used to create applications for nature conservation and wildlife protection. \n \n WATCH NOW\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Speakers\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Jan-Kees Schakel\n Founder and Director of Sensing Clues \n \n LinkedIn URL:https://recomentor.ai/event/sensing-clues-wildlife-foundation/ CATEGORIES:On-demand Webinars END:VEVENT BEGIN:VEVENT DTSTART;TZID=UTC:20230315T000000 DTEND;TZID=UTC:20230315T000000 DTSTAMP:20260407T101703 CREATED:20241202T151437Z LAST-MODIFIED:20250217T100529Z UID:163407-1678838400-1678838400@recomentor.ai SUMMARY:Recommendations for a Sustainable Enterprise DESCRIPTION:ON-DEMAND WEBINAR\n \n \n \n \n \n Sensing Clues Wildlife Foundation\n \n \n \n \n \n Business benefits\, use cases\, and demo \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Lorenzo Tosi\n ESG Solutions Engineer at Semantic Web Company\n \n0\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Daniel Gallar\n Associate Director of Sales at Semantic Web Company\n \n0\n \n \n \n \n \n \n 4\n 5\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Fill out the form to watch the webinar\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Recommender Systems\, Compliance\, and ESG\nIn the digital workplace\, intelligent recommender systems should represent the vast ecosystem of an organization and understand to some extent how information actually fits together. Employees aren’t looking for “others also bought” suggestions that are typical from ecommerce sites\, but are looking instead for documents for further reading\, topic connections\, and answers to complex queries. \nThe PoolParty Recommender helps workers complete their often complex work steps more efficiently and error-free with a knowledge-based recommender system approach. This approach is tailored to an organization and the specific knowledge domain it is built for\, making the recommendations more accurate and trustworthy. This is especially helpful when working in a sophisticated domain like sustainability and ESG – where data is abundant and frameworks are overwhelming. A PoolParty Recommender can help support compliance checks along predefined frameworks and offer smart recommendations regarding possible opportunities\, e.g. in the area of clean technologies. \nThis presentation\, led by SWC’s Associate Director of Sales Daniel Gallar and ESG Solutions Engineer Lorenzo Tosi\, will explore business benefits of the PoolParty Recommender along with ESG use cases and a demo. \n \n WATCH NOW\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Speakers\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Daniel Gallar\n Associate Director of Sales at Semantic Web Company \n Daniel joined SWC in February 2019 and ever since his strong academic background in Linguistics (double BA in English Studies and Translation) and extensive Relationship Management experience in the software industry have been an invaluable asset to the team. Spanish-born\, but having spent most of his professional career in the UK and Austria\, Daniel is an all-round\, multilingual relationship and customer success manager with over fifteen years’ experience who particularly enjoys helping organizations find the right “semantic package” taking into account their specific needs and pain-points while ensuring they maximize their ROI. \n XLinkedIn\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n Lorenzo Tosi\n ESG Solutions Engineer at Semantic Web Company \n Lorenzo Tosi works as a ESG Solutions Engineer at Semantic Web Company (SWC). He holds a Master Degree in Computational Lingustics from the Higher School of Economics (HSE)\, Moscow\, where he worked on multilingual annotation and deep learning for language models. Lorenzo specializes in designing and implement systems based on PoolParty’s dynamic suite to solve strategic business needs\, with a specific interest in end-to-end applications in the Environmental\, Social and Government domain. A passion for coding and linguistics gives Lorenzo the unique ability to understand the complex needs of customers while offering them tailor made solutions\, in depth technical support\, and unmatched consulting and training services. \n XLinkedIn URL:https://recomentor.ai/event/recommendations-for-a-sustainable-enterprise/ CATEGORIES:On-demand Webinars END:VEVENT END:VCALENDAR