Babel Dilemma in Data Modeling
نویسنده
چکیده
A data modeler, when faced with different interpretations of a given reality within an organization, may opt to create a standard model for the whole company (the Newspeak solution). On the other hand, allowing multiple, and sometimes incompatible, models to coexist may lead to what some researchers call the Tower of Babel problem. The clash between these two possibilities creates a fundamental design problem for IS. We argue that the concept of play in Gadamer can be seen as the “place” where differences and similarities among various perspectives are expressed and discussed. Based on Gadamer’s Truth and Method (1960) and on Heidegger’s Being and Time (1962), we review the concepts of horizon, fusion of horizons, play, application, and the hermeneutic circle, and show some applications to information systems. Following Hirschheim et al. (1995), who consider that “the role of a data models should be seen in a similar light as the role of a theory for a scientific community,” we turn to the debate between objectivism and relativism in philosophy of science in order to discover a way of negotiating the clash between the Newspeak and Tower of Babel possibilities in Information Systems. We introduce an historical example of hermeneutical play—the Popper/Kuhn debate in the philosophy of science—which directly addresses the problems and possibilities associated with communication among people holding incommensurable perspectives. We show how this situation informed their hermeneutic play in the philosophy of science. Finally, we argue that a similar play, in conjunction with the dimension of application, is the way beyond the either/or of the Tower of Babel versus Newspeak dilemma.
منابع مشابه
Finding Social Dilemma: West of Babel, not East of Eden
This paper refracts Gordon Tullock’s The Social Dilemma onto a framework of spontaneous order theorizing, and finds the refraction to work well. The Social Dilemma reveals Gordon Tullock to be a theorist whose conceptualizations are anchored in a societal setting represented better by networks than by fields, and where societal outcomes emerge out of local networked interaction. The theoretical...
متن کاملRecent improvements in neural network acoustic modeling for LVCSR in low resource languages
In this paper we focus on several techniques that improve deep neural network (DNN) acoustic modeling for low-resource languages. We explore the use of different features such as, fundamental-frequency variation (FFV), tonal features, and normalization of these features for deep neural network training. Specifically we study the impact of these features in conjunction with a tonal lexicon and s...
متن کاملDB-IS Research for Semantic Web and Enterprises Brief History and Agenda
In this position paper I describe the relationship of the database research field “semi-structured data” to the Semantic Web, and describe two different yet unsolved problems. The first problem is the handling of the semantics of modeling languages like UML, TopicMops or RDF Schema within query and storage infrastructures for semi-structured data. A system is required which enables to query sem...
متن کاملMaking an IMPACT on the environment: Sustainability Science and the I-School Movement
Understanding how the environment is changing, in a global scale is one of the most important research questions of today. The sheer variety of areas of knowledge required to tackle this question is so great that only a solid interdisciplinary approach can succeed. Sustainability science aims at doing so staying at the intersection of more traditional research areas. The idea behind sustainabil...
متن کاملSemantic Web and Databases: Relationships and some Open Problems
In this position paper I describe the relationship of the database research field “semi-structured data” to the Semantic Web, and describe two different yet unsolved problems. The first problem is the handling of the semantics of modeling languages like UML, TopicMops or RDF Schema within query and storage infrastructures for semi-structured data. A system is required which enables to query sem...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2005