Refine
Year of publication
Document Type
- Conference Proceeding (561) (remove)
Language
- English (473)
- German (75)
- Multiple languages (10)
- French (2)
- Russian (1)
Keywords
- social media (5)
- Archiv (4)
- Information Structure (4)
- Nachlass (4)
- COVID-19 (3)
- Cloud Computing (3)
- E-Learning (3)
- E-Mail Tracking (3)
- ERP (3)
- MOOC (3)
- Privacy (3)
- conversational agents (3)
- enterprise systems (3)
- higher education (3)
- knowledge management (3)
- knowledge transfer (3)
- machine learning (3)
- middleware (3)
- privacy (3)
- Blockchain (2)
- CPS (2)
- Constraint Solving (2)
- Deduction (2)
- Didaktik (2)
- EMOTIKON (2)
- Forschungsprojekte (2)
- Future SOC Lab (2)
- Hochschuldidaktik (2)
- In-Memory Technologie (2)
- Informatik (2)
- Informatikdidaktik (2)
- Internet of Things (2)
- Interoception (2)
- Linear Mixed Models (2)
- Logic Programming (2)
- Logics (2)
- Multicore Architekturen (2)
- Onlinelehre (2)
- Optimization (2)
- Planing (2)
- Platform Innovation (2)
- Universitätsarchiv (2)
- Verbrechen (2)
- Verfassungsgerichtsbarkeit (2)
- additive particle (2)
- artificial intelligence (2)
- big data (2)
- cloud computing (2)
- creativity (2)
- crime (2)
- crisis communication (2)
- deep reinforcement learning (2)
- digital education (2)
- e-learning (2)
- education (2)
- enteprise-level (2)
- ethics (2)
- evaluation (2)
- improvement (2)
- information systems research (2)
- künstliche Intelligenz (2)
- learning (2)
- maschinelles Lernen (2)
- mental health (2)
- online course (2)
- online course creation (2)
- online course design (2)
- prediction (2)
- priming (2)
- product generation engineering (2)
- production control (2)
- self-disclosure (2)
- semiconductors (2)
- vocational training (2)
- "Big Data"-Dienste (1)
- ATLAS.t (1)
- Adipositas (1)
- Alpha-amylase (1)
- Analytic Infrastructures (1)
- Analytics (1)
- Angst (1)
- Aortic valve (1)
- Architekturkonzept (1)
- Aspektorientierte Softwareentwicklung (1)
- Assessment (1)
- Audience Response System (1)
- Ausbildung (1)
- Auswirkungen auf Schüler (1)
- Automatentheorie (1)
- Backgrounding (1)
- Bankenregulierung (1)
- Bankrecht (1)
- Bedürfnisse (1)
- Begnadigung (1)
- Betriebssysteme (1)
- Bildung (1)
- Bildungswissenschaft (1)
- Blood (1)
- Browser Platform (1)
- Browser Platforms (1)
- Bürgerliches Recht (1)
- COCOMO (1)
- Cardiac rehabilitation (1)
- Case Study (1)
- Changing World (1)
- Chrome (1)
- Classroom Response System (1)
- Clicker (1)
- Cloud (1)
- Coccinelle (1)
- Competition (1)
- Compton and pair creation telescope (1)
- Computer Science Education (1)
- Computerlinguistik (1)
- Consensus algorithms (1)
- Construal (1)
- Contrast (1)
- Convergent thinking (1)
- Coring (1)
- Correction (1)
- Countermeasures (1)
- Covid pandemic effects (1)
- Creative process (1)
- Creativity (1)
- Cross-System (1)
- Customization (1)
- Cyber-Phsysische Systeme (1)
- Cyber-Physical Manufacturing Systems (1)
- Dealing with mistakes (1)
- Decentral Decision Making (1)
- Depression (1)
- Developmental gains (1)
- Didaktische Konzepte (1)
- Digital Marketplaces (1)
- Digital Platforms (1)
- Digital-Enabled Human-Information Interaction (1)
- Digitale Bildung (1)
- Discontinued Features (1)
- Diversität (1)
- Drama (1)
- Dynamic Pricing (1)
- EMG (1)
- ERP system (1)
- Echtzeitmessung (1)
- Embodiment (1)
- Emotionen (1)
- Emotions (1)
- Empirical Modelling (1)
- Emulsion (1)
- Endliche Automaten (1)
- Enterprise Resource Planning (1)
- Enterprise Resource Planning (ERP) System (1)
- Enterprise System (1)
- Entwicklung Russlands (1)
- Essstörung (1)
- Euro (1)
- Euro-Financial-Crisis (1)
- Euro-Finanzkrise (1)
- Europa (1)
- Exercise tests (1)
- FORTH (1)
- FabLabs (1)
- Fachdidaktik (1)
- Feature Removal (1)
- Felix-App (1)
- Fiktion (1)
- Finanzmärkte (1)
- Finanzrecht (1)
- Firefox (1)
- Focus (1)
- Focus-sensitivity (1)
- Fokus (1)
- Fokussensitivität (1)
- Folteropfer (1)
- Fontane, Theodor (1)
- Fourier Integraloperatoren (1)
- Game-based learning (1)
- Gamma-ray astronomy (1)
- Germany (1)
- Gesellschaft (1)
- Gesellschaftrecht (1)
- Gewalt (1)
- Givenness (1)
- Gnade (1)
- Grundrechte (1)
- HDI (1)
- Heart Rate (1)
- Hebbel (1)
- Herodotos (1)
- Heterogenität (1)
- History of pattern occurrences (1)
- Hochschullehre (1)
- Holocaust (1)
- Huguenots (1)
- ICT (1)
- ISSEP (1)
- Impulsivität (1)
- In-Memory technology (1)
- Individualization (1)
- Industrial Analytics (1)
- Industry 4.0 (1)
- Informatics (1)
- Informatics Education (1)
- Informatikstudium (1)
- Information Security and Privacy (1)
- Informationsstruktur (1)
- Innovation in Organizations: Learning (1)
- Instragram (1)
- Integration (1)
- Intentional Forgetting (1)
- Internationale Finanzpolitik (1)
- Internationale Kooperation der Juristischen Fakultät Potsdam (1)
- Ishkashimi (1)
- Justitiabilität (1)
- Key Competencies (1)
- Keyage children (1)
- Kinderpsychologie / Jugendpsychologie / Psychische Störung (1)
- Klimaänderung (1)
- Klinische Psychologie (1)
- Konferenz (1)
- Kongress (1)
- Konstitutionalisierung (1)
- Kreditwesen (1)
- Kriegsopfer (1)
- Krimi (1)
- Kriminalroman (1)
- Kulturmanagement (1)
- Kulturwissenschaften (1)
- Kursdesign (1)
- Kwa languages (1)
- LOGO (1)
- Lagrange Distributionen (1)
- Lagrangian submanifolds (1)
- Landesverfassung (1)
- Langzeitverhalten (1)
- Lean Core (1)
- Learning Analytics (1)
- Lebenslanges Lernen (1)
- Lehramtsstudium (1)
- Lernen (1)
- Liberalisierung (1)
- Life-Long Learning (1)
- Literature Review (1)
- MCT oil (1)
- Machine Learning (1)
- Markedness (1)
- Markov processes (1)
- Markovprozesse (1)
- Massenverlust (1)
- Measuring Efficient Task Processing (1)
- Medialisierung (1)
- Mellin (1)
- Micro Degree (1)
- Middleware (1)
- Migration (1)
- Milk (1)
- Mobile Software Ecosystems (1)
- Mobiles Lernen (1)
- Modeling (1)
- Modification (1)
- Motivation (1)
- Mozilla Firefox (1)
- Mythos (1)
- NMDL (1)
- Narration (1)
- NatRiskChange (1)
- Natural Hazards (1)
- Naturgefahren (1)
- Nazi Germany (1)
- Neurostimulation (1)
- Newsletter (1)
- Older-than-keyage children (1)
- Online Marketing (1)
- Online-Lehre (1)
- Onlinekurs (1)
- Onlinekurs-Produktion (1)
- Optimal Control (1)
- PF Interface (1)
- Papert (1)
- Personal Response System (1)
- Personalization (1)
- Physical Fitness (1)
- Physical fitness (1)
- Platform Coring (1)
- Pockets of creativity (1)
- Point of Care Assay and Vitamin A (1)
- Polonist (1)
- Polonistik (1)
- Pooled Data (1)
- Presse (1)
- Price Cycles (1)
- Primary school children (1)
- Problems (1)
- Process Mining (1)
- Production (1)
- Professionswissen (1)
- Prolog (1)
- Prosody (1)
- Protestantismus (1)
- Prusse (1)
- Pseudo-differential algebras (1)
- RFID (1)
- Raumwirtschaftstheorie (1)
- Reaction Time (1)
- Rechtsgeschichte (1)
- Rechtsvergleichung (1)
- Rechtsvergleichung Russland (1)
- Regionale Untersuchung (1)
- Requirements (1)
- Research Agenda (1)
- Response Strategies (1)
- Romanistik (1)
- Russian History (1)
- Russian Scrambling (1)
- Russian Sign Language (1)
- Russisches Recht (1)
- Russisches Völkerrecht (1)
- Russland (1)
- Salivary (1)
- Sars-CoV-2 (1)
- Schlaf- und Traumforschung (1)
- Schlüsselkompetenzen (1)
- Schulpolitik (1)
- Second World War (1)
- Security (1)
- Sektorale Untersuchung (1)
- Sign Language of the Netherlands (1)
- Slavistik (1)
- Software Platforms (1)
- Soviet History (1)
- Sprachverarbeitung (1)
- Squashes pulp (1)
- Stability (1)
- Status und Aufgaben des Verfassungsgerichts (1)
- Sternwinde (1)
- Strahlungstransport (1)
- Sustainability (1)
- Symposium (1)
- Systematic literature revieew (1)
- Systemsoftware (1)
- TAVI (1)
- Tagung (1)
- Tailoring (1)
- The Sharing Economy (1)
- Three-tier Architecture (1)
- Topic (1)
- Topik (1)
- Tragödie (1)
- Trait Anxiety (1)
- Transcatheter Aortic Valve Implantation (1)
- Transcutaneous Auricular Vagus Nerve Stimulation (1)
- US Intensity (1)
- US Work-up (1)
- UV light (1)
- Umgang mit Fehlern (1)
- Unlearning (1)
- Unternehmens- und Gesellschaftsrecht (1)
- Urheberrecht (1)
- VIL (1)
- Verfassungs- und Staatsangehörigkeitsrecht (1)
- Verfassungsentstehung und -änderung (1)
- Verfassungsgericht (1)
- Verfassungsidentität (1)
- Verfassungsprinzipien (1)
- Verfassungsrecht (1)
- Vermarktung (1)
- Vernetzung Fachwissenschaft (1)
- Verwaltung von Rechenzentren (1)
- Verzweigungsprozesse (1)
- Virtuelle Maschinen (1)
- Woche des Russischen Rechts (1)
- XM (1)
- adolescent (1)
- age-appropriate competence development (1)
- airbnb (1)
- analytical framework (1)
- argument structure (1)
- artifical intelligence (1)
- artificial neural networks (1)
- aspect adapter (1)
- aspect oriented programming (1)
- aspect-oriented (1)
- aspects (1)
- aspectualization (1)
- attitude-behaviour gap (1)
- augmentation (1)
- automata theory (1)
- backpropagation (1)
- bank regulation (1)
- big data services (1)
- bitcoin (1)
- body mass index procedure (1)
- body surface area (1)
- bottom–up (1)
- bracketing paradox (1)
- branching processes (1)
- brand ambassadors (1)
- bug tracking (1)
- built–in predicates (1)
- business models (1)
- business process (1)
- business process optimization (1)
- business process platform (1)
- carotenoids bioavailability (1)
- case study (1)
- case-based reasoning (1)
- certolizumab pegol (1)
- child (1)
- child / adolescent / mental-health problem (1)
- children (1)
- clinical psychology (1)
- clinicians (1)
- co-creation (1)
- cognitive activation (1)
- cognitive levels (1)
- cognitive load theory (1)
- cold pressor pain (1)
- commercialization (1)
- commitment (1)
- company law (1)
- comparative law (1)
- complexity (1)
- computational linguistics (1)
- concurrency (1)
- confidentiality (1)
- consistency (1)
- constitutional law (1)
- content knowledge (1)
- contrast (1)
- copyright law (1)
- crime fiction (1)
- crohn's disease (1)
- crosscutting wrappers (1)
- cryptocurrencies (1)
- culture, identity, and inclusion (1)
- cyber-physical production systems (1)
- cyber-physical systems (1)
- data center management (1)
- data analysis (1)
- data mining (1)
- data security (1)
- data sharing (1)
- data-driven artifacts (1)
- datasets (1)
- deductive databases (1)
- degree of givenness (1)
- deleted tweets (1)
- demographic change (1)
- design-science research (1)
- development in russia (1)
- didactics (1)
- digital activism (1)
- digital identity (1)
- digital learning (1)
- digital nudging (1)
- digital platform openness (1)
- digitale Hochschullehre (1)
- digitalization (1)
- dimensional (1)
- discourse referent (1)
- discrete event simulation (1)
- disinformation campaigns (1)
- distributed ledger technology (1)
- distributed systems (1)
- documentation (1)
- doubling (1)
- dynamic reconfiguration (1)
- eating disorder (1)
- economic geography (1)
- eference Architecture Model (1)
- effects on pupils (1)
- electromagnetic (1)
- emigration and immigration (1)
- emotion (1)
- empirical evaluation (1)
- empowerment (1)
- engagement (1)
- enhancement (1)
- enterprise architecture (1)
- enterprise ecosystems: the integrated enterprise (1)
- enterprise system (1)
- ethical implications (1)
- europäische Integration (1)
- experience (1)
- experiment (1)
- explicit knowledge (1)
- extensions of logic programs (1)
- fMRI (1)
- false information (1)
- fat-free mass (1)
- federated industrial platform ecosystems (1)
- feedback (1)
- fiction (1)
- financial literacy (1)
- financial markets (1)
- finite-state automata (1)
- floods (1)
- focus (1)
- focus particle (1)
- foregrounding (1)
- forgetting (1)
- forward / backward chaining (1)
- fried (1)
- function symbols (1)
- future curriculum (1)
- game-based learning (1)
- gaming (1)
- gamma-ray polarization (1)
- gender gap (1)
- generalized logic programs (1)
- geomorphology (1)
- global change (1)
- government agencies (1)
- group-subgroup relations (1)
- halide perovskites (1)
- hallow offshore (1)
- health crisis (1)
- health personnel (1)
- high-energy astrophysical phenomena (1)
- historie intellecturelle (1)
- historie sociale (1)
- hospitals (1)
- human-AI interaction (1)
- hybrid simulation (1)
- hydrodynamic modeling (1)
- hydrodynamische Modellierung (1)
- ict (1)
- identity management (1)
- immersion (1)
- immigrants (1)
- impulsivity (1)
- industry 4.0 (1)
- infliximab (1)
- informatics (1)
- information flow control (1)
- information gateway (1)
- information status (1)
- inpatients (1)
- integral Fourier operators (1)
- intention-behaviour gap (1)
- intervention (1)
- interventions (1)
- invasive aspects (1)
- is governance (1)
- it/business alignment (1)
- knowledge crystallization (1)
- knowledge management system (1)
- knowledge representation (1)
- knowledge transfers (1)
- language erp (1)
- learner characteristics (1)
- learning environment (1)
- learning factory (1)
- lebenslanges Lernen (1)
- legal history (1)
- legal implications (1)
- levels of information systems research (process, enterprise-, ecosystem- & industry-level) (1)
- linical databases (1)
- literature review (1)
- long-time behaviour (1)
- lutein ester (1)
- macromolecular decay (1)
- makromolekularer Zerfall (1)
- manufacturing systems (1)
- mass loss (1)
- massereiche Sterne (1)
- massive stars (1)
- media literacy (1)
- mediated conversation (1)
- medical (1)
- mental disorders (1)
- micro degree (1)
- micro- and nanotechnologies (1)
- micro-credential (1)
- microcredential (1)
- microlocal analysis (1)
- microlokale Analysis (1)
- middle aged / mental health (1)
- mindset (1)
- minorites (1)
- mobile technology (1)
- mobiles lernen (1)
- modelling (1)
- modular production (1)
- monoclonal antibodies (1)
- morphological analysis (1)
- mountainous rivers (1)
- multi-agent system (1)
- multi-frequency (1)
- multi-valued logic (1)
- multicore architectures (1)
- narration (1)
- natural hazards (1)
- natural language processing (1)
- needs (1)
- negotiating (1)
- neural networks (1)
- new product development (1)
- nitride materials (1)
- nonlinear dynamics (1)
- nurses (1)
- nursing staff (1)
- online courses (1)
- online photographs (1)
- online regrets (1)
- online teaching (1)
- open hardware (1)
- open science (1)
- open science practices in information systems research (1)
- operating systems (1)
- operator calculus (1)
- organizational level (1)
- paraconsistency (1)
- parental mediation (1)
- participatory learning (1)
- pedagogical content knowledge (1)
- perception (1)
- personal development (1)
- personal satisfaction (1)
- persönliche Entwicklung (1)
- pitch accent (1)
- platform acceptance (1)
- prevention (1)
- primary school children (1)
- prior knowledge (1)
- privacy paradox (1)
- process modelling (1)
- product development (1)
- production engineering computing (1)
- production planning (1)
- production process (1)
- professional identity (1)
- professional knowledge (1)
- program analysis (1)
- programming language (1)
- prominence (1)
- prosody (1)
- prototype (1)
- prototyping process (1)
- pseudodifferential operators (1)
- pseudodifferentiale Operatoren (1)
- public health medicine (1)
- quality (1)
- radiative transfer (1)
- real-time measurement (1)
- reflection (1)
- refugees (1)
- regimen (1)
- regional studies (1)
- reputation management (1)
- research challenges (1)
- research data management (1)
- research projects (1)
- retentivity (1)
- reusable aspects (1)
- reward system (1)
- risk tolerance (1)
- rubicon model (1)
- rules (1)
- school (environment) (1)
- second-order conditioning (1)
- sectoral studies (1)
- security policies (1)
- self-organization (1)
- self-sovereign identity (1)
- semantics (1)
- sentiment analysis (1)
- service-oriented (1)
- sharing economy (1)
- singular manifolds (1)
- slavic literature (1)
- slavic studies (1)
- slavische Literatur (1)
- smartphone (1)
- social attraction (1)
- social inclusion (1)
- social networking sites (1)
- space mission (1)
- spatial economics (1)
- statutes and laws (1)
- steam-dried (1)
- steamed (1)
- stellar winds (1)
- stratification (1)
- structure-property relationships (1)
- subject differences (1)
- subject-oriented learning (1)
- supervised machine learning (1)
- surveillance (1)
- sustainable product development (1)
- sustained negativity (1)
- symbols (1)
- symposium (1)
- systematic literature review (1)
- systems software (1)
- tacit knowledge (1)
- taxonomy (1)
- teacher education (1)
- teaching (1)
- teamwork (1)
- technologies (1)
- technology (1)
- the bright and dark side of social media in the marginalized contexts (1)
- time-domain astronomy (1)
- top– down (1)
- trace data (1)
- transdiagnostic (1)
- trust (1)
- tuple spaces (1)
- twinning (1)
- universitäre Lehrerbildung (1)
- ventral striatum (1)
- verfassungsgerichtliche Kontrolle (1)
- views (1)
- violence (1)
- virtual learning (1)
- virtual learning environments (1)
- virtual machines (1)
- visual analytics (1)
- visual normalization theory (1)
- web-tracking (1)
- weight perception (1)
- well-being (1)
- Älterer Mensch / Psychische Gesundheit (1)
- ökonomische Geographie (1)
Institute
- Extern (139)
- Fachgruppe Betriebswirtschaftslehre (68)
- Institut für Biochemie und Biologie (56)
- Department Sport- und Gesundheitswissenschaften (41)
- Institut für Ernährungswissenschaft (37)
- Department Psychologie (29)
- Institut für Künste und Medien (23)
- Interdisziplinäres Zentrum für Musterdynamik und Angewandte Fernerkundung (23)
- Institut für Informatik und Computational Science (20)
- Institut für Slavistik (17)
Different properties of programs, implemented in Constraint Handling Rules (CHR), have already been investigated. Proving these properties in CHR is fairly simpler than proving them in any type of imperative programming language, which triggered the proposal of a methodology to map imperative programs into equivalent CHR. The equivalence of both programs implies that if a property is satisfied for one, then it is satisfied for the other. The mapping methodology could be put to other beneficial uses. One such use is the automatic generation of global constraints, at an attempt to demonstrate the benefits of having a rule-based implementation for constraint solvers.
Enterprise Resource Planning (ERP) system customization is often necessary because companies have unique processes that provide their competitive advantage. Despite new technological advances such as cloud computing or model-driven development, technical ERP customization options are either outdated or ambiguously formulated in the scientific literature. Using a systematic literature review (SLR) that analyzes 137 definitions from 26 papers, the result is an analysis and aggregation of technical customization types by providing clearance and aligning with future organizational needs. The results show a shift from ERP code modification in on-premises systems to interface and integration customization in cloud ERP systems, as well as emerging technological opportunities as a way for customers and key users to perform system customization. The study contributes by providing a clear understanding of given customization types and assisting ERP users and vendors in making customization decisions.
Does a smile open all doors?
(2020)
Online photographs govern an individual’s choices across a variety of contexts. In sharing arrangements, facial appearance has been shown to affect the desire to collaborate, interest to explore a listing, and even willingness to pay for a stay. Because of the ubiquity of online images and their influence on social attitudes, it seems crucial to be able to control these aspects. The present study examines the effect of different photographic self-disclosures on the provider’s perceptions and willingness to accept a potential co-sharer. The findings from our experiment in the accommodation-sharing context suggest social attraction mediates the effect of photographic self-disclosures on willingness to host. Implications of the results for IS research and practitioners are discussed.
During a crisis event, social media enables two-way communication and many-to-many information broadcasting, browsing others’ posts, publishing own content, and public commenting. These records can deliver valuable insights to approach problematic situations effectively. Our study explores how social media communication can be analyzed to understand the responses to health crises better. Results based on nearly 800 K tweets indicate that the coping and regulation foci framework holds good explanatory power, with four clusters salient in public reactions: 1) “Understanding” (problem-promotion); 2) “Action planning” (problem-prevention); 3) “Hope” (emotion-promotion) and 4) “Reassurance” (emotion-prevention). Second, the inter-temporal analysis shows high volatility of topic proportions and a shift from self-centered to community-centered topics during the course of the event. The insights are beneficial for research on crisis management and practicians who are interested in large-scale monitoring of their audience for well-informed decision-making.
Helping overcome distance, the use of videoconferencing tools has surged during the pandemic. To shed light on the consequences of videoconferencing at work, this study takes a granular look at the implications of the self-view feature for meeting outcomes. Building on self-awareness research and self-regulation theory, we argue that by heightening the state of self-awareness, self-view engagement depletes participants’ mental resources and thereby can undermine online meeting outcomes. Evaluation of our theoretical model on a sample of 179 employees reveals a nuanced picture. Self-view engagement while speaking and while listening is positively associated with self-awareness, which, in turn, is negatively associated with satisfaction with meeting process, perceived productivity, and meeting enjoyment. The criticality of the communication role is put forward: looking at self while listening to other attendees has a negative direct and indirect effect on meeting outcomes; however, looking at self while speaking produces equivocal effects.
Despite the phenomenal growth of Big Data Analytics in the last few years, little research is done to explicate the relationship between Big Data Analytics Capability (BDAC) and indirect strategic value derived from such digital capabilities. We attempt to address this gap by proposing a conceptual model of the BDAC - Innovation relationship using dynamic capability theory. The work expands on BDAC business value research and extends the nominal research done on BDAC – innovation. We focus on BDAC's relationship with different innovation objects, namely product, business process, and business model innovation, impacting all value chain activities. The insights gained will stimulate academic and practitioner interest in explicating strategic value generated from BDAC and serve as a framework for future research on the subject
Since the beginning of the recent global refugee crisis, researchers have been tackling many of its associated aspects, investigating how we can help to alleviate this crisis, in particular, using ICTs capabilities. In our research, we investigated the use of ICT solutions by refugees to foster the social inclusion process in the host community. To tackle this topic, we conducted thirteen interviews with Syrian refugees in Germany. Our findings reveal different ICT usages by refugees and how these contribute to feeling empowered. Moreover, we show the sources of empowerment for refugees that are gained by ICT use. Finally, we identified the two types of social inclusion benefits that were derived from empowerment sources. Our results provide practical implications to different stakeholders and decision-makers on how ICT usage can empower refugees, which can foster the social inclusion of refugees, and what should be considered to support them in their integration effort.
Background:
Childhood and adolescence are critical stages of life for mental health and well-being. Schools are a key setting for mental health promotion and illness prevention. One in five children and adolescents have a mental disorder, about half of mental disorders beginning before the age of 14. Beneficial and explainable artificial intelligence can replace current paper- based and online approaches to school mental health surveys. This can enhance data acquisition, interoperability, data driven analysis, trust and compliance. This paper presents a model for using chatbots for non-obtrusive data collection and supervised machine learning models for data analysis; and discusses ethical considerations pertaining to the use of these models.
Methods:
For data acquisition, the proposed model uses chatbots which interact with students. The conversation log acts as the source of raw data for the machine learning. Pre-processing of the data is automated by filtering for keywords and phrases.
Existing survey results, obtained through current paper-based data collection methods, are evaluated by domain experts (health professionals). These can be used to create a test dataset to validate the machine learning models. Supervised learning
can then be deployed to classify specific behaviour and mental health patterns.
Results:
We present a model that can be used to improve upon current paper-based data collection and manual data analysis methods. An open-source GitHub repository contains necessary tools and components of this model. Privacy is respected through
rigorous observance of confidentiality and data protection requirements. Critical reflection on these ethics and law aspects is included in the project.
Conclusions:
This model strengthens mental health surveillance in schools. The same tools and components could be applied to other public health data. Future extensions of this model could also incorporate unsupervised learning to find clusters and patterns
of unknown effects.
This article provides some insights into the complex relationships between thinking and behavioral patterns, bio graphical aspects and teaching style. The data was analyzed in the Grounded Theory tradition and with the help of ATLAS.ti. The results presented here offer preliminary findings only since the research is still ongoing. The focus is on the ways teachers deal with mistakes. Based on two case examples, it will be shown how the fear of making mistakes can lead to teacher-centered lessons, and thereby limiting pupils' possibilities to learn autonomously.