AGMLAB Information Technologies AGMLAB’s Research and FP7 Vision Murat Ali Bayir AGMLAB Inc. Research Engineer 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Outline General Information about AGMLAB AGMLAB’s Technological Abilities and Research Projects AGMLAB’s Interests on FP7 Projects 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies AGMLAB was founded with the aim of conducting projects in parallel to recent technological advances, and research and development activities, as well as providing consultancy services. AGMLAB’s mission is to help companies and end-users find, access, explore and manipulate the massive amount of information available in the world with innovative search solutions. 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Today AGMLAB has research and development projects supported and co-operated by several companies and Organizations. Partners: Turkish Public Sector TUBITAK (NSF of Turkey) EU Partnerships Universities 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Business Areas: Domain portfolio Management: 200K (Traffic Distribution : 90% US, 10% EU) Content Generation for Domains We can integrate various information from different web services Web and Search Engine Marketing We employ enterprise search solutions to different sectors 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Outline General Information about AGMLAB AGMLAB’s Technological Abilities and Research Projects AGMLAB’s Interests on FP7 Projects 25.02.2019 09:10:59 AGMLAB Information Technologies

Core Technology Areas and Experienced Fields AGMLAB Information Technologies Core Technology Areas and Experienced Fields Turkish Natural Language Processing Turkish Ontology Design Web Mining Web Analytics Information Retrieval, Intranet Search 25.02.2019 09:10:59 AGMLAB Information Technologies

Active Research Areas and Projects AGMLAB Information Technologies Active Research Areas and Projects Information Retrieval Turkish Search Engine Web Usage Mining Web Analytics System for Site Optimization. 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Turkish Search Engine (Bilgi.com) Project Bilgi.com is a search Engine for retrieving Turkish content in www. Bilgi.com is an ongoing project, we will be online in January 2007. It differs from other search engines in both size and quality of Turkish content. We developed our own search engine technology at any level. 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Distinguishing Features of Bilgi.com We have developed Turkish NLP system on top layer of Search engine. We integrated Turkish stemmer. We integrated Turkish named entity recognition. We have scoring system affected by quality of Turkish content. We have different spell checker mechanism. We perform Search result clustering featured with Turkish morphology. 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Web Analytics In this project, we aim increase the quality of web site in commercial terms by optimizing both content and structure. We two main technological approaches to collecting web analytics data: Log File Analysis: This method reads log files in which web server records all transactions. Page Tagging: This method uses log files generated by active scripts on each page to notify when a page is rendered by a web browser. 25.02.2019 09:10:59 AGMLAB Information Technologies

Components of Our Web analytics System AGMLAB Information Technologies Components of Our Web analytics System Web Analytics Software Traffic Analysis System Decision Support Test and Experiment Fraud Detection And Alarm System 25.02.2019 09:10:59 AGMLAB Information Technologies

Components of Our Web analytics System AGMLAB Information Technologies Components of Our Web analytics System Traffic Analysis system gives statistical information about usage of web site and web users behavior. Decision Support System helps optimizing both web site structure and web content. This system produce suggestions for optimizing and preserving popularity of web site. In Fraud Detection system, non-fraud patterns are used for separating non-fraud sessions. The length of the session in number of hoops and time is used. The aim of the test and experiment system is testing predefined templates for Web site for optimizing web site traffic. 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Outline General Information about AGMLAB AGMLAB’s Technological Abilities and Research Projects AGMLAB’s Interests on FP7 Projects 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB’s interests on FP7 projects AGMLAB Information Technologies AGMLAB’s interests on FP7 projects We are interested in FP7 research projects related to digital libraries and web services. Digital libraries were viewed as systems providing a community of users with coherent access to a large, organized repository of information and knowledge. Digital libraries has increasing importance since the amount of information source increases and each discipline creates its own organization of information. Also, Web services becomes important today, because they provide a simplified mechanism to connect applications regardless of the technology or devices they use, or their location. 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Digital Libraries We think that new generation digital libraries can present the content in effective and easy to users. Web usage mining, Web Personalization plays important role. produce content intelligently and has capability of managing. Data storage and managing is important. provide easy access to information. Multimedia search, indexing different content types are important 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Web Services We think that new generation web services requires Protocol not Platform. They don’t have to require the adoption of a common platform, just adherence to the standard protocols has low cost advantage since the high cost of private networks, coupled with the cost of proprietary EDI/B2B solutions has been a barrier to entry for many organizations. Supports Multiple Connectivity and Information Sharing Scenarios provide automated discovery, Provides a mechanism for discovering Service Providers, which can be automated. 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB’s interests on FP7 projects AGMLAB Information Technologies AGMLAB’s interests on FP7 projects We have experiences on Information Retrieval, Natural Language Processing, Ontology Design and Web Usage Mining. Our Research and development abilities fits with the FP7 project topics related to digital libraries and web services. We are seeking for future project partners and want to develop our project network. 25.02.2019 09:10:59 AGMLAB Information Technologies

AGMLAB Information Technologies Any Questions or Comments? 25.02.2019 09:10:59 AGMLAB Information Technologies