Abstract
This paper presents a theory of reasoning with evidence in order to determine the facts in a criminal case. The focus is on the process of proof, in which the facts of the case are determined, rather than on related legal issues, such as the admissibility of evidence. In the literature, two approaches to reasoning with evidence can be distinguished, one argument-based and one story-based. In an argument-based approach to reasoning with evidence, the reasons for and against the occurrence of an event, e.g., based on witness testimony, are central. In a story-based approach, evidence is evaluated and interpreted from the perspective of the factual stories as they may have occurred in a case, e.g., as they are defended by the prosecution. In this paper, we argue that both arguments and narratives are relevant and useful in the reasoning with and interpretation of evidence. Therefore, a hybrid approach is proposed and formally developed, doing justice to both the argument-based and the narrative-based perspective. By the formalization of the theory and the associated graphical representations, our proposal is the basis for the design of software developed as a tool to make sense of the evidence in complex cases.
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Notes
A notable exception here are Pardo and Allen (2007), who advocate using stories to explain the evidence.
Examples are CaseMap (http://www.casemap.com; accessed on February 5th, 2010) and Analyst’s Notebook (http://www.i2group.com/products/analysis-product-line/analysts-notebook; accessed on February 5th, 2010).
In the current framework, time is not explicitly represented. Rather, it is implicitly assumed that the further in the sequence an event is, the later it takes place.
References
Anderson TJ, Schum DA, Twining WL (2005) Analysis of evidence, 2nd edn. Cambridge University Press, Cambridge
Bennett WL, Feldman MS (1981) Reconstructing reality in the courtroom: justice and judgment in american culture. Methuen–Tavistock, London
Bex FJ (2009) Evidence for a good story: a hybrid theory of arguments, stories and criminal evidence. Doctoral dissertation, Faculty of Law, University of Groningen
Bex FJ, Verheij B (2010) Het onderbouwen van een feitelijk oordeel in een strafzaak (Supporting a factual judgment in a criminal case). In: Van Koppen PJ, Merckelbach H, Jelicic M, De Keijser JW (eds) Reizen met Mijn Rechter. Psychologie van het Recht, 935–952. Kluwer, Deventer
Bex FJ, Prakken H, Reed C, Walton DN (2003) Towards a formal account of reasoning about evidence: argumentation schemes and generalisations. Artif Intell Law 11:125–165
Bex FJ, Braak SW, van den Oostendorp H, van Prakken H, Verheij B, Vreeswijk G (2007a) Sense–making software for crime investigation: how to combine stories and arguments? Law Probab Risk 6:145–168
Bex FJ, Prakken H, Verheij B (2007b) Formalising argumentative story–based analysis of evidence. In: Proceedings of the 11th international conference on artificial intelligence and law, 1–10, ACM Press, New York (New York)
Bex FJ, Bench-Capon TJM, Atkinson KD (2009) Did he jump or was he pushed? Abductive practical reasoning. Artif Intell Law 17:79–99
Bondarenko A, Dung PM, Kowalski RA, Toni F (1997) An abstract, argumentation–theoretic approach to default reasoning. Artif Intell 93:63–101
Braak SW, van den Oostendorp H, van Vreeswijk G, Prakken H (2008) Representing narrative and testimonial knowledge in sense–making software for crime analysis. In: Francesconi E, Sartor G, Tiscornia D (eds) Legal knowledge and information systems. JURIX 2008: The 21st annual conference, 160–169. IOS Press, Amsterdam
Caminada M (2006) On the issue of reinstatement in argumentation. In: Fisher M, van der Hoek W, Konev B, Lisitsa A (eds) Logics in artificial intelligence, 10th European Conference, Jelia 2006. Lecture notes in computer science, vol 4160. Springer, Berlin, pp 111–123
Cohen LJ (1977) The probable and the provable. Oxford University Press, Oxford
Console L, Torasso P (1991) A spectrum of logical definitions of model–based diagnosis. Comput Intell 7:133–141
de Poot CJ, Bokhorst RJ, Koppen PJ, van Muller ER (2004) Rechercheportret—over dillemma’s in de opsporing. Kluwer, Alphen a.d. Rijn (in Dutch)
Dung PM (1995) On the acceptability of arguments and its fundamental role in nonmonotonic reasoning, logic programming and n–person games. Artif Intell 77:321–357
Gabbay DM, Woods J (2006) Advice on abductive logic. Logic J IGPL 14:189–219
Gordon TF (2007) Visualizing Carneades argument graphs. Law Probab Risk 6:109–117
Gordon TF, Walton D (2009) Proof burdens and standards. In: Rahwan I, Simari G (eds) Argumentation in artificial intelligence. Springer, Berlin
Hage JC (1996) A theory of legal reasoning and a logic to match. Artif Intell Law 4:199–273
Hepler AB, Dawid AP, Leucari V (2007) Object–oriented graphical representations of complex patterns of evidence. Law Probab Risk 6:275–293
Heuer RJ (1999) Psychology of intelligence analysis. Center for the Study of Intelligence, Central Intelligence Agency
Josephson JR (2002) On the proof dynamics of inference to the best explanation. In: MacCrimmon M, Tillers P (eds) The dynamics of judicial proof—computation, logic and common sense. Physica, Berlin, pp 287–306
Keppens J, Schäfer B (2006) Knowledge based crime scenario modelling. Expert Syst Appl 30:203–222
Nijboer JF, Sennef A (1999) Justification. In: Nijboer JF, Malsch M (eds) Complex cases: perspectives on the Netherlands criminal justice system. Thela Thesis, Amsterdam, pp 11–26
Pardo MS, Allen RJ (2007) Juridical proof and the best explanation. Law Philos 27:223–268 Springer
Pennington N, Hastie R (1993) Reasoning in explanation–based decision making. Cognition 49:123–163
Pollock JL (1995) Cognitive carpentry: a blueprint for how to build a person. MIT Press, Cambridge
Prakken H (2010) An abstract framework for argumentation with structured arguments. Argument Comput 1, to appear
Prakken H, Renooij S (2001) Reconstructing causal reasoning about evidence: a case study. In Verheij B, Lodder AR, Loui RP, Muntjewerff A (eds.) Legal knowledge and information systems. JURIX 2001: The 14th annual conference, 160–169, IOS Press, Amsterdam
Prakken H, Sartor G (1997) Argument-based extended logic programming with defeasible priorities. J Appl Non–classical Logics 7:25–75
Prakken H, Sartor G (2009) A logical analysis of burdens of proof. In: Kaptein H, Prakken H, Verheij B (eds) Legal evidence and proof: statistics, Stories, Logic. Ashgate, Aldershot
Prakken H, Vreeswijk G (2002) Logics for defeasible argumentation. In: Gabbay D, Guenthner F (eds) Handbook of philosophical logic. Kluwer Academic Publishers, Dordrecht, pp 219–318
Reed CA, Rowe CWA (2004) Araucaria: software for argument diagramming, analysis and representation. Int J AI Tools 13:961–980
Schank RC, Abelson RP (1977) Scripts, plans, goals and understanding: an inquiry into human knowledge structures. Lawrence Erlbaum, Hillsdale
Schum DA (1994) The evidential foundations of probabilistic reasoning. Northwestern University Press, Evanston
Simon D (2001) A third view of the black box: cognitive coherence in legal decision making. Univ Chicago Law Rev 71:511–586
Thagard P (2004) Causal inference in legal decision making: explanatory coherence vs. Bayesian networks. Appl Artif Intell 18:231–249
Thagard P (2005) Testimony, credibility, and explanatory coherence. Erkenntnis 63:295–316
Thagard P, Shelley CP (1997) Abductive reasoning: logic, visual thinking, and coherence. In: Chiara MLD (ed) Logic and scientific methods. Kluwer Academic Publishers, Dordrecht
Tillers P (2005) Picturing inference. In: Schünemann B, Tinnefeld M-T, Wittmann R (eds) Gerechtigkeitswissenschaft, Kolloquium aus Anlass des 70. Geburtstages von Lothar Philipps. Berliner Wissenschafts, Berlin
Toulmin SE (2003) The uses of argument, updated edition (originally published in 1958). Cambridge University Press, Cambridge
van den Braak SW (2010) Sensemaking software for crime analysis. Doctoral dissertation, Department of Information and Computing Sciences, Utrecht University
Verheij B (1996) Two approaches to dialectical argumentation: admissible sets and argumentation stages. In Meyer J-JC, van der Gaag LC (eds.) In: Proceedings of the 8th Dutch conference on artificial intelligence (NAIC-96), pp 357–368
Verheij B (2000) Anchored narratives and dialectical argumentation. In: Van Koppen PJ, Roos N (eds) Rationality, information and progress in law and psychology. Liber Amicorum Hans F. Crombag. Metajuridica Publications, Maastricht, pp 203–226
Verheij B (2003) DefLog: on the logical interpretation of prima facie justified assumptions. J Logic Comput 13(3):319–346
Verheij B (2005) Virtual arguments: on the design of argument assistants for lawyers and other arguers. T.M.C. Asser Press, Den Haag
Vreeswijk G (1997) Abstract argumentation systems. Artif Intell 90:225–279
Wagenaar WA, Koppen PJ, van Crombag HFM (1993) Anchored narratives: the psychology of criminal evidence. St. Martin’s Press, New York
Walton DN (2002) Legal argumentation and evidence. Penn. State University Press, University Park
Walton DN, Reed CA, Macagno F (2008) Argumentation schemes. Cambridge University Press, Cambridge
Wigmore JH (1931) The principles of judicial proof or the process of proof as given by logic, psychology, and general experience, and illustrated in judicial trials, 2nd edn. Little Brown and Company, Boston
Acknowledgments
The research reported in this paper has been performed in the project ‘Making sense of evidence. Software support for crime investigations’, supported by the Netherlands Organisation for Scientific Research (NWO) (ToKeN2000, project number 634.000.429).
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Bex, F.J., van Koppen, P.J., Prakken, H. et al. A hybrid formal theory of arguments, stories and criminal evidence. Artif Intell Law 18, 123–152 (2010). https://doi.org/10.1007/s10506-010-9092-x
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DOI: https://doi.org/10.1007/s10506-010-9092-x