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This article examines the language contact situation as well as the language attitudes of the Caucasian Germans, descendants of German-born inhabitants of the Russian Empire and the Soviet Union who emigrated in 1816/17 to areas of Transcaucasia. After deportations and migrations, the group of Caucasian Germans now consists of those who have since emigrated to Germany and those who still live in the South Caucasus. It’s the first time that sociolinguistic methods have been used to record data from the generation who experienced living in the South Caucasus and in Germany as well as from two succeeding generations. Initial results will be presented below with a focus on the language contact constellations of German varieties as well as on consequences of language contact and language repression, which both affect language attitudes.
Das vorliegende "Verzeichnis grundlegender grammatischer Fachausdrücke" beruht auf einem Konsens, den das "Gremium für Schulgrammatische Terminologie" unter Berücksichtigung fachwissenschaftlicher, fachdidaktischer und unterrichtspraktischer Gesichtspunkte hergestellt hat. Ziel dieses Verzeichnisses ist es, Anhaltspunkte zu geben für die Konzeption von Lehrplänen und Schulbüchern für das Fach Deutsch. Das Verzeichnis bietet eine Grundlage zur Vereinheitlichung der Termini sowie des mit einem Terminus verbundenen Begriffsverständnisses.
Providing online repositories for language resources is one of the main activities of CLARIN centres. The legal framework regarding liability of Service Providers for content uploaded by their users has recently been modified by the new Directive on Copyright in the Digital Single Market. A new category of Service Providers, Online Content-Sharing Service Providers (OCSSPs), was added. It is subject to a complex and strict framework, including the requirement to obtain licenses from rightholders for the hosted content. This paper provides the background and effect of these changes to law and aims to initiate a debate on how CLARIN repositories should navigate this new legal landscape.
Linguistic Variation and Change in 250 Years of English Scientific Writing: A Data-Driven Approach
(2020)
We trace the evolution of Scientific English through the Late Modern period to modern time on the basis of a comprehensive corpus composed of the Transactions and Proceedings of the Royal Society of London, the first and longest-running English scientific journal established in 1665. Specifically, we explore the linguistic imprints of specialization and diversification in the science domain which accumulate in the formation of “scientific language” and field-specific sublanguages/registers (chemistry, biology etc.). We pursue an exploratory, data-driven approach using state-of-the-art computational language models and combine them with selected information-theoretic measures (entropy, relative entropy) for comparing models along relevant dimensions of variation (time, register). Focusing on selected linguistic variables (lexis, grammar), we show how we deploy computational language models for capturing linguistic variation and change and discuss benefits and limitations.
Maske oder Mundschutz?
(2020)
Im vorliegenden Beitrag gehen wir von der Prämisse aus, dass die Angemessenheit sprachlicher Formen nicht pauschal, sondern anhand des jeweiligen Kontexts zu beurteilen ist. Anhand einer Online-Fragebogenstudie mit durch weil eingeleiteten Nebensätzen untersuchen wir die Hypothese, dass Varianten, die nicht dem Schriftstandard entsprechen, in Kommunikationsformen, die sich weniger an standard- und schriftsprachlichen Normen orientieren, als (mindestens) ebenso angemessen oder zumindest unterschiedlich wahrgenommen werden wie eine schriftstandardsprachliche Variante. Wir untersuchen dies anhand von drei Aufgaben: Rezeption, Produktion und Assoziation zu bestimmten Medien und Textsorten. Wir können zeigen, dass die schriftnormgerechte Variante durchweg als am akzeptabelsten eingeschätzt wird. In allen drei Aufgaben finden sich aber auch eindeutige und übereinstimmende Effekte, die nahelegen, dass die verschiedenen Varianten in Abhängigkeit der Textsorte doch unterschiedlich eingeschätzt, produziert und assoziiert werden.
In diesem Beitrag werden exemplarisch verschiedene potenzielle Gebrauchsmuster mit dem deutschen Lemma wissen gesammelt und ihre in der Fachliteratur vorgelegten interaktionslinguistisch-funktionalen Beschreibungen für einen Strukturierungsversuch genutzt. Im Zentrum steht ein multifunktionaler handlungsorientierter Ansatz zur Beschreibung von Interaktion im Gespräch. Der Beitrag greift dabei Überlegungen auf, die im Rahmen des Forschungsprojekts Lexik des gesprochenen Deutsch (= LeGeDe) zur Erstellung einer korpusbasierten lexikogra- fischen Ressource lexikalischer Besonderheiten des gesprochenen Deutsch in der Interaktion thematisiert wurden.
Schlüsselwörter: Muster, Lexik des gesprochenen Deutsch, Interaktion, Internetlexikografie
Nachruf auf Helmut Frosch
(2020)
Nachruf auf Ulrich Engel
(2020)
The majority of new words in dictionaries are included following a certain period of time during which they have become more frequent in use and established morphosyntactic and orthographic features consistent with the language system they are borrowed into. In case of borrowed new words, inclusion often takes place at a transitional state of assimilation to the language system, where delayed orthographic or phonetic change cannot be ruled out and the differentiation between standard-conforming and non-standard orthographic word forms of a lemma oftentimes depends on the proximity between the writing systems of the donor and the recipient language. Following a brief overview of loan words and their lexicographical description in the Neologismenwörterbuch, a specialized online dictionary for neologisms in contemporary German, this paper presents findings of an investigative case study on dictionary entries for a neologism borrowed from a logographic language system and discusses the potential of a corpus-based description of new loan words.
Der Band leistet eine theoretisch begründete und empirisch validierte Entwicklung einer automatisierten Wortartenannotation (Part-of-Speech-Tagging) für Transkripte spontansprachlicher Daten des Forschungs- und Lehrkorpus Gesprochenes Deutsch (FOLK), das über die Datenbank für Gesprochenes Deutsch der Forschungsgemeinschaft öffentlich zugänglich ist. Dabei setzt er zwei Schwerpunkte: erstens die theoretische Aufarbeitung von Unterschieden von Transkripten gesprochener Sprache zu schriftsprachlichen Daten in Hinblick auf die Entwicklung eines Tagsets für das gesprochene Deutsch; zweitens die Darstellung der empirischen Arbeitsschritte zur Erstellung des automatisierten Part-of-Speech-Taggings, d. h. die Implementierung und Evaluierung für die Annotation des FOLK-Korpus. Der Band ist eine kritische Reflexion der Wortartentheorien im Spannungsfeld zwischen Theorie und datengeleiteter Arbeit. Er gibt Einblicke über die Korpusaufbereitung von Transkripten gesprochener Sprache und stellt diese in Bezug zu Theorien über die Eigenheiten gesprochener Sprache.
According to Positioning Theory, participants in narrative interaction can position themselves on a representational level concerning the autobiographical, told self, and a performative level concerning the interactive and emotional self of the tellers. The performative self is usually much harder to pin down, because it is a non-propositional, enacted self. In contrast to everyday interaction, psychotherapists regularly topicalize the performative self explicitly. In our paper, we study how therapists respond to clients' narratives by interpretations of the client's conduct, shifting from the autobiographical identity of the told self, which is the focus of the client's story, to the present performative self of the client. Drawing on video recordings from three psychodynamic therapies (tiefenpsychologisch fundierte Psychotherapie) with 25 sessions each, we will analyze in detail five extracts of therapists' shifts from the representational to the performative self. We highlight four findings:
• Whereas, clients' narratives often serve to support identity claims in terms of personal psychological and moral characteristics, therapists rather tend to focus on clients' feelings, motives, current behavior, and ways of interacting.
• In response to clients' stories, therapists first show empathy and confirm clients' accounts, before shifting to clients' performative self.
• Therapists ground the shift to clients' performative self by references to clients' observable behavior.
• Therapists do not simply expect affiliation with their views on clients' performative self. Rather, they use such shifts to promote the clients' self-exploration. Yet, if clients resist to explore their selves in more detail, therapists more explicitly ascribe motives and feelings that clients do not seem to be aware of. The shift in positioning levels thus seems to have a preparatory function for engendering therapeutic insights.
The 12th Web as Corpus workshop (WAC-XII) looks at the past, present, and future of web corpora given the fact that large web corpora are nowadays provided mostly by a few major initiatives and companies, and the diversity of the early years appears to have faded slightly. Also, we acknowledge the fact that alternative sources of data (such as data from Twitter and similar platforms) have emerged, some of them only available to large companies and their affiliates, such as linguistic data from social media and other forms of the deep web. At the same time, gathering interesting and relevant web data (web crawling) is becoming an ever more intricate task as the nature of the data offered on the web changes (for example the death of forums in favour of more closed platforms).
In order to satisfy the information needs of a wide range of researchers across a number of disciplines, large textual datasets require careful design, collection, cleaning, encoding, annotation, storage, retrieval, and curation. This daunting set of tasks has coalesced into a number of key themes and questions that are of interest to the contributing research communities: (a) what sampling techniques can we apply? (b) what quality issues should we be aware of? (c) what infrastructures and frameworks are being developed for the efficient storage, annotation, analysis and retrieval of large datasets? (d) what affordances do visualisation techniques offer for the exploratory analysis approaches of corpora? (e) what legal paths can be followed in dealing with IPR and data protection issues governing both the data sources and the query results? (f) how to guarantee that corpus data remain available and usable in a sustainable way?
This article describes the development of the digital infrastructure at a research data centre for audio-visual linguistic research data, the Hamburg Centre for Language Corpora (HZSK) at the University of Hamburg in Germany, over the past ten years. The typical resource hosted in the HZSK Repository, the core component of the infrastructure, is a collection of recordings with time-aligned transcripts and additional contextual data, a spoken language corpus. Since the centre has a thematic focus on multilingualism and linguistic diversity and provides its service to researchers within linguistics and other disciplines, the development of the infrastructure was driven by diverse usage scenarios and user needs on the one hand, and by the common technical requirements for certified service centres of the CLARIN infrastructure on the other. Beyond the technical details, the article also aims to be a contribution to the discussion on responsibilities and services within emerging digital research data infrastructures and the fundamental issues in sustainability of research software engineering, concluding that in order to truly cater to user needs across the research data lifecycle, we still need to bridge the gap between discipline-specific research methods in the process of digitalisation and generic digital research data management approaches.
This paper reports on recent developments within the European Reference Corpus EuReCo, an open initiative that aims at providing and using virtual and dynamically definable comparable corpora based on existing national, reference or other large corpora. Given the well-known shortcomings of other types of multilingual corpora such as parallel/translation corpora (shining-through effects, over-normalization, simplification, etc.) or web-based comparable corpora (covering only web material), EuReCo provides a unique linguistic resource offering new perspectives for fine-grained contrastive research on authentic cross-linguistic data, applications in translation studies and foreign language teaching and learning.
This chapter describes the resources that speakers of Polish use when recruiting assistance and collaboration from others in everyday social interaction. The chapter draws on data from video recordings of informal conversation in Polish, and reports language-specific findings generated within a large-scale comparative project involving eight languages from five continents (see other chapters of this volume). The resources for recruitment described in this chapter include linguistic structures from across the levels of grammatical organization, as well as gestural and other visible and contextual resources of relevance to the interpretation of action in interaction. The presentation of categories of recruitment, and elements of recruitment sequences, follows the coding scheme used in the comparative project (see Chapter 2 of the volume). This chapter extends our knowledge of the structure and usage of Polish with detailed attention to the properties of sequential structure in conversational interaction. The chapter is a contribution to an emerging field of pragmatic typology.
Die vorgestellte Studie untersucht die Anteile unterschiedlicher Redewiedergabeformen im Vergleich zwischen zwei Literaturtypen von gegensätzlichen Enden des Spektrums: Hochliteratur – definiert als Werke, die auf der Auswahlliste von Literaturpreisen standen – und Heftromanen, massenproduzierten Erzählwerken, die zumeist über den Zeitschriftenhandel vertrieben werden und früher abwertend als „Romane der Unterschicht” (Nusser 1981) bezeichnet wurden. Unsere These ist, dass sich diese Literaturtypen hinsichtlich ihrer Erzählweise unterscheiden, und sich dies in den verwendeten Wiedergabeformen niederschlägt. Der Fokus der Untersuchung liegt auf der Dichotomie zwischen direkter und nicht-direkter Wiedergabe, die schon in der klassischen Rhetorik aufgemacht wurde.
The present chapter investigates the relative order of attributive adjectives in German. Based on corpus data, our results corroborate previous findings that semantics is the most important factor in accounting for adjective order. Going beyond previous studies, we also consider coordinated structures (such as mit [[großem, verwildertem] Garten] ‘with (a) large, overgrown garden’), where both adjectives are of equal rank. While adjective order in embedded structures (mit [ schwierigem [ familiärem Hintergrund ]] ‘with (a) difficult domestic background’) can be predicted rather accurately on semantic grounds, we show that predictions can also be made for coordinated structures, albeit with lower accuracy. Using regression analysis, we examine how semantic factors interact with a number of other explanatory variables.
This paper analyses the variation we find in the realization of finite clausal complements in the position of prepositional objects in a set of Germanic languages. The Germanic languages differ with respect to whether prepositions can directly select a clause (North Germanic) or not and instead need a prepositional proform (Continental West Germanic). Within the Continental West Germanic languages, we find further differences with respect to the constituent structures. We propose that German strong vs. weak prepositional proforms (e.g. drauf vs. darauf) differ with respect to their syntax, while this is not the case for the Dutch forms (ervan vs. daarvan). What the Germanic languages under consideration share is that the prepositional element can be covert, except in English. English shows only limited evidence for the presence of P with finite clauses in the position of prepositional objects generally, but only with a selected set of verbs. This investigation is a first step towards a broader study of the nature of clauses in prepositional object positions and the implications for the syntax of clausal complementation.
Shutdown, Lockdown und Exit
(2020)
Signposts for CLARIN
(2020)
An implementation of CMDI-based signposts and its use is presented in this paper. Arnold et al. 2020 present Signposts as a solution to challenges in long-term preservation of corpora, especially corpora that are continuously extended and subject to modification, e.g., due to legal injunctions, but also may overlap with respect to constituents, and may be subject to migrations to new data formats. We describe the contribution Signposts can make to the CLARIN infrastructure and document the design for the CMDI profile.
„Revolutionen sind die Lokomotiven der Geschichte“, lautet ein berühmter Ausspruch von Karl Marx. Kann man dies auch auf die Sprachgeschichte übertragen? Und was sind deren Lokomotiven? Eine neuere These besagt, dass Pandemien, Kriege und andere “revolutionäre” Ereignisse mit starker Auswirkung auf die Demografie sprachhistorisches Geschehen in Gang setzen können.
Individuals with Autism Spectrum Disorder (ASD) experience a variety of symptoms sometimes including atypicalities in language use. The study explored diferences in semantic network organisation of adults with ASD without intellectual impairment. We assessed clusters and switches in verbal fuency tasks (‘animals’, ‘human feature’, ‘verbs’, ‘r-words’) via curve ftting in combination with corpus-driven analysis of semantic relatedness and evaluated socio-emotional and motor action related content. Compared to participants without ASD (n=39), participants with ASD (n=32) tended to produce smaller clusters, longer switches, and fewer words in semantic conditions (no p values survived Bonferroni-correction), whereas relatedness and content were similar. In ASD, semantic networks underlying cluster formation appeared comparably small without afecting strength of associations or content.
Usually, weak inflection of an attributive or nominalized adjective occurs if the adjective is preceded by an inflected determiner: mit diesem technischen Aufwand (‘at great technical expense’). Otherwise, the inflection of the adjective is strong: mit technischem Aufwand. Following this rule of thumb, we would expect strong inflection of an adjective following another adjective whenever the determiner is missing: mit hohem technischem Aufwand. But many German speakers opt for a weak dative singular ending -en following the strong ending -em on the first adjective: mit hohem technischen Aufwand. This chapter shows which explanatory variables play a role in this variation within standard German.
Studying Lexical Dynamics and Language Change via Generalized Entropies: The Problem of Sample Size
(2020)
Recently, it was demonstrated that generalized entropies of order α offer novel and important opportunities to quantify the similarity of symbol sequences where α is a free parameter. Varying this parameter makes it possible to magnify differences between different texts at specific scales of the corresponding word frequency spectrum. For the analysis of the statistical properties of natural languages, this is especially interesting, because textual data are characterized by Zipf’s law, i.e., there are very few word types that occur very often (e.g., function words expressing grammatical relationships) and many word types with a very low frequency (e.g., content words carrying most of the meaning of a sentence). Here, this approach is systematically and empirically studied by analyzing the lexical dynamics of the German weekly news magazine Der Spiegel (consisting of approximately 365,000 articles and 237,000,000 words that were published between 1947 and 2017). We show that, analogous to most other measures in quantitative linguistics, similarity measures based on generalized entropies depend heavily on the sample size (i.e., text length). We argue that this makes it difficult to quantify lexical dynamics and language change and show that standard sampling approaches do not solve this problem. We discuss the consequences of the results for the statistical analysis of languages.
The CMDI Explorer
(2020)
We present the CMDI Explorer, a tool that empowers users to easily explore the contents of complex CMDI records and to process selected parts of them with little effort. The tool allows users, for instance, to analyse virtual collections represented by CMDI records, and to send collection items to other CLARIN services such as the Switchboard for subsequent processing. The CMDI Explorer hence adds functionality that many users felt was lacking from the CLARIN tool space.
This paper presents the corpus-based lexicographical prototype that was developed within the framework of the project Lexik des gesprochenen Deutsch (=LeGeDe) as a thirdparty funded project. Research results regarding the information offered in dictionaries have shown that there is a necessity for information on spoken lexis and its interactional functions. The resulting LeGeDe-prototype is based on these needs and desiderata and is thus an innovative example for the adequate representation of spoken language in online dictionaries. It is available online since September 2019 (https://www.owid.de/legede/). In the following sections, after first focusing on the presentation of the project’s goals, the data basis, the intended end user, and the applied methods, we will illustrate the microstructure of the prototype and the information provided in a dictionary entry based on the lemma eben. Finally, we will summarize innovative aspects that are important for the implementation of such a resource.
We present recognizers for four very different types of speech, thought and writing representation (STWR) for German texts. The implementation is based on deep learning with two different customized contextual embeddings, namely FLAIR embeddings and BERT embeddings. This paper gives an evaluation of our recognizers with a particular focus on the differences in performance we observed between those two embeddings. FLAIR performed best for direct STWR (F1=0.85), BERT for indirect (F1=0.76) and free indirect (F1=0.59) STWR. For reported STWR, the comparison was inconclusive, but BERT gave the best average results and best individual model (F1=0.60). Our best recognizers, our customized language embeddings and most of our test and training data are freely available and can be found via www.redewiedergabe.de or at github.com/redewiedergabe.
Towards Comprehensive Definitions of Data Quality for Audiovisual Annotated Language Resources
(2020)
Though digital infrastructures such as CLARIN have been successfully established and now provide large collections of digital resources, the lack of widely accepted standards for data quality and documentation still makes re-use of research data a difficult endeavour, especially for more complex resource types. The article gives a detailed overview over relevant characteristics of audiovisual annotated language resources and reviews possible approaches to data quality in terms of their suitability for the current context. Conclusively, various strategies are suggested in order to arrive at comprehensive and adequate definitions of data quality for this particular resource type.
In Theaterproben entwickeln Beteiligte gemeinsam eine Inszenierung, die zur Aufführung gebracht wird. Ein wesentliches Mittel dazu ist das Vorspielen von Teilen des Stücks und das anschließende Besprechen. Dies geschieht üblicherweise in Rollenteilung: Die Schauspielenden führen Teile des Stücks vor, während die Regie zuschaut und gegebenenfalls interveniert, woran sich Besprechungen anschließen können. Dieser Teil von Theaterproben, in dem abwechselnd vorgespielt und besprochen wird, haben wir Spielprobe genannt (siehe Einleitung zu diesem Themenheft). Eine wesentliche interaktionsorganisatorische Aufgabe von Spielproben besteht für die Beteiligten darin, Schauspielaktivitäten und Besprechungsaktivitäten miteinander zu verzahnen. Dies geschieht durch Transitionspraktiken, die das Spiel entweder unterbrechen oder wieder eröffnen. Der vorliegende Beitrag untersucht Transitionspraktiken in Spielproben als ein konstitutives Moment ihrer interaktiven Organisation. Fokussiert werden Praktiken, die das Spiel unterbrechen, so genannte Interventionen. Nach einer detaillierten Fallanalyse, die eine prototypische Transition vom Spiel ins Besprechen und zurück ins Spiel veranschaulicht (Kap. 4.1/4.2), widmet sich der Rest des Beitrags der Analyse einer Kollektion von Interventionen. Es zeigt sich, dass Interventionen normativen Orientierungen unterliegen und verwendete Praktiken hinsichtlich verschiedener Dimensionen (etwa Ursache/Grund der Intervention) systematisch variieren.
Twenty-two historical encyclopedias encoded in TEI: a new resource for the Digital Humanities
(2020)
This paper accompanies the corpus publication of EncycNet, a novel XML/TEI annotated corpus of 22 historical German encyclopedias from the early 18th to early 20th century. We describe the creation and annotation of the corpus, including the rationale for its development, suggested methodology for TEI annotation, possible use cases and future work. While many well-developed annotation standards for lexical resources exist, none can adequately model the encyclopedias at hand, and we therefore suggest how the TEI Lex-0 standard may be modified with additional guidelines for the annotation of historical encyclopedias. As the digitization and annotation of historical encyclopedias are settling on TEI as the de facto standard, our methodology may inform similar projects.
This article explores a sequence organizational phenomenon that results from the use of a loosely specifiable turn format (viz., That’s + wh-clause) for launching (next) sequences while at the same time connecting back to a prior turn. Using this practice creates a sequential juncture, i.e., a pivot-like nexus between one sequence and a next. In third position, such junctures serve to accomplish seamless sequential transitions from one sequence into a next by presenting the latter as locally occasioned. The practice may, however, also be deployed in second position to launch actions that have not been made relevant or provided for by the preceding action and exhibit response relevance themselves. The sequential junctures then become retro-sequential in character: They transform the projected trajectory of the sequence in progress and create interlocking sequential structures. These findings highlight that sequence is practice, while pointing to understudied interconnections between tying and sequentiality. Data are in English.
In this article, we describe a user support solution for the digital humanities. As a case study, we show the development of the CLARIN-D Helpdesk from 2013 into the current support solution that has been extended for several other CLARIN-related software and projects and the DARIAH-ERIC. Furthermore, we describe a way towards a common support platform for CLARIAH-DE, which is currently in the final phase. We hope to further expand the help desk in the following years in order to act as a hub for user support and a central knowledge resource for the digital humanities not only in the German, but also in the European area and perhaps at some point worldwide.
As a part of the ZuMult-project, we are currently modelling a backend architecture that should provide query access to corpora from the Archive of Spoken German (AGD) at the Leibniz-Institute for the German Language (IDS). We are exploring how to reuse existing search engine frameworks providing full text indices and allowing to query corpora by one of the corpus query languages (QLs) established and actively used in the corpus research community. For this purpose, we tested MTAS - an open source Lucene-based search engine for querying on text with multilevel annotations. We applied MTAS on three oral corpora stored in the TEI-based ISO standard for transcriptions of spoken language (ISO 24624:2016). These corpora differ from the corpus data that MTAS was developed for, because they include interactions with two and more speakers and are enriched, inter alia, with timeline-based annotations. In this contribution, we report our test results and address issues that arise when search frameworks originally developed for querying written corpora are being transferred into the field of spoken language.
Die zentrale Aufgabenstellung des Verbundprojektes TextTransfer (Pilot) war eine Machbarkeitsprüfung für die Entwicklung eines Text-Mining-Verfahrens, mit dem Forschungsergebnisse automatisiert auf Hinweise zu Transfer- und Impactpotenzialen untersucht werden können. Das vom Projektkoordinator IDS verantwortete Teilprojekt konzentrierte sich dabei auf die Entwicklung der methodischen Grundlagen, während der Projektpartner TIB vornehmlich für die Bereitstellung eines geeigneten Datensatzes verantwortlich war. Solchen automatisierten Verfahren liegen zumeist textbasierte Daten als physisches Manifest wissenschaftlicher Erkenntnisse zugrunde, die im Falle von TextTransfer (Pilot) als empirische Grundlage herangezogen wurden. Das im Verbund zur Anwendung gebrachte maschinelle Lernverfahren stützte sich ausschließlich auf deutschsprachige Projektendberichte öffentlich geförderter Forschung. Diese Textgattung eignet sich insbesondere hinsichtlich ihrer öffentlichen Verfügbarkeit bei zuständigen Gedächtnisorganisationen und aufgrund ihrer im Vergleich zu anderen Formaten wissenschaftlicher Publikation relativen strukturellen wie sprachlichen Homogenität. TextTransfer (Pilot) ging daher grundsätzlich von der Annahme struktureller bzw. sprachlicher Ähnlichkeit in Berichtstexten aus, bei denen der Nachweis tatsächlich erfolgten Transfers zu erbringen war. Im Folgenden wird in diesen Fällen von Texten bzw. textgebundenen Forschungsergebnissen mit Transfer- und Impactpotenzial gesprochen werden. Es wurde ferner postuliert, dass sich diese Indizien von sprachlichen Eigenschaften in Texten zu Projekten ohne nachzuweisenden bzw. ggf. auch niemals erfolgtem, aber potenziell möglichem Transfer oder Impact unterscheiden lassen. Mit einer Verifizierung dieser Annahmen war es möglich, Transfer- oder Impactwahrscheinlichkeiten in großen Mengen von Berichtsdaten ohne eingehende Lektüre zu prognostizieren.