Application of Enterprise Integration Patterns for the Digital Transformation of Parliamentary Control

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Presented at ICEGOV 2020 on 24 September 2020 Joint research with... Sotiris Leventis, Hypernetica, Vasileios Anastasiou, Hellenic OCR Team & Fotis Fitsilis, Hellenic Parliament (presenter)

Datos y análisis

APPLICATION OF ENTERPRISE
INTEGRATION PATTERNS FOR THE
DIGITAL TRANSFORMATION OF
PARLIAMENTARY CONTROL
24 September 2020
Sotiris Leventis, Hypernetica
Vasileios Anastasiou, Hellenic OCR Team
Fotis Fitsilis, Hellenic Parliament (presenter)

CONTENTS
 Motivation
 Use case
 Model description
 Conclusions and outlook

MOTIVATION
 Legal informatics on the rise
 Multiple data sources and systems
 Interoperability
LEAD TO
 Extensible architectural approach
 Enterprise integration patterns
 Use of software connectors
 Enabling of integration and migration
services

USE CASE
 Proof-of-concept
 Written parliamentary questions
 Data source: validated structured dataset
 Editor: LEOS (Legislation Editing Open Software)
 Legal doc standard: Akoma Ntoso
&

MODEL DESCRIPTION I
► Connecting heterogeneous systems
► Integration platform as a service (iPaaS)
► Systems: providers & consumers of data
► Connectors act as adapters
► Reusability
System level

MODEL DESCRIPTION II
Connector level
► Connector as Nodejs REST APIs
► Internal storage: MongoDB
► Ability to easily store/retrieve docs
► Connector API for doc transformation
► Queue system for scheduling processing
tasks

 Adapter reusability streamlines doc
processing
 Versatile and customizable approach
 Workflows supporting business process
automation
 Low effort data or doc migration
 Editor integration (LEOS)
OUTLOOKCONCLUSIONS
 Complex connectors with specialized
algorithms and behaviors
 Overview/processing portal
 Visual workflow configurator
 Adapter discovery

THANK YOU!
fitsilisf@parliament.gr
https://fitsilis.gr

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This project aims to predict whether a loan application will be approved or denied based on various factors such as applicant's income, credit score, loan amount, etc. Using a dataset containing historical loan application data, we employed machine learning algorithms to build a predictive model. The model was trained on features such as applicant's income, credit history, loan amount, loan term, and others. After training the model, we evaluated its performance using metrics like accuracy, precision, recall, and F1 score. The insights from this project can help financial institutions streamline their loan approval process and make informed decisions. Visit for more information: https://bostoninstituteofanalytics.org/data-science-and-artificial-intelligence/

Predicting Loan Approval: A Data Science Project

Boston Institute of Analytics

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Application of Enterprise Integration Patterns for the Digital Transformation of Parliamentary Control

1. APPLICATION OF ENTERPRISE INTEGRATION PATTERNS FOR THE DIGITAL TRANSFORMATION OF PARLIAMENTARY CONTROL 24 September 2020 Sotiris Leventis, Hypernetica Vasileios Anastasiou, Hellenic OCR Team Fotis Fitsilis, Hellenic Parliament (presenter)

2. CONTENTS  Motivation  Use case  Model description  Conclusions and outlook

3. MOTIVATION  Legal informatics on the rise  Multiple data sources and systems  Interoperability LEAD TO  Extensible architectural approach  Enterprise integration patterns  Use of software connectors  Enabling of integration and migration services

4. USE CASE  Proof-of-concept  Written parliamentary questions  Data source: validated structured dataset  Editor: LEOS (Legislation Editing Open Software)  Legal doc standard: Akoma Ntoso &

5. MODEL DESCRIPTION I ► Connecting heterogeneous systems ► Integration platform as a service (iPaaS) ► Systems: providers & consumers of data ► Connectors act as adapters ► Reusability System level

6. MODEL DESCRIPTION II Connector level ► Connector as Nodejs REST APIs ► Internal storage: MongoDB ► Ability to easily store/retrieve docs ► Connector API for doc transformation ► Queue system for scheduling processing tasks

7.  Adapter reusability streamlines doc processing  Versatile and customizable approach  Workflows supporting business process automation  Low effort data or doc migration  Editor integration (LEOS) OUTLOOKCONCLUSIONS  Complex connectors with specialized algorithms and behaviors  Overview/processing portal  Visual workflow configurator  Adapter discovery

8. THANK YOU! fitsilisf@parliament.gr https://fitsilis.gr

Application of Enterprise Integration Patterns for the Digital Transformation of Parliamentary Control

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