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Depression and loneliness can be a serious social problem that affects people's physical and mental well-being. Our long-term goal is to develop a chatbot for well-being, WellBe, that can listen to people talk about their common daily events, acknowledge their feelings, and make responses to improve their well-being. We posit that developing WellBe requires: (1) the ability to classify user utterances to recognize the affective state of the user and the activity type that the user is talking about; and (2) effective dialogue strategies that condition on the classifier output and utilize theories of well-being. We assembled three corpora of user utterances representing both user affects and activities, and conducted a set of experiments within and across datasets. Our results show that a fine-tuned BERT model achieves F1 measures as high as .88 for user affect classification and .92 for user activity classification, and that it generalizes well across the different corpora. We then design rule-based response strategies that utilize these affect and activity classifiers, and conduct a human evaluation where we compare them with a baseline strategy that does not have access to the classifier output. The results show that responses that rely on the affect and activity classifiers are more engaging than the baseline, and that different response strategies are preferred depending on whether user affect is negative or positive.

Depression and loneliness can be a serious social problem that affects people's physical and mental well-being. Our long-term goal is to develop a chatbot for well-being, WellBe, that can listen to people talk about their common daily events, acknowledge their feelings, and make responses to improve their well-being. We posit that developing WellBe requires: (1) the ability to classify user utterances to recognize the affective state of the user and the activity type that the user is talking about; and (2) effective dialogue strategies that condition on the classifier output and utilize theories of well-being. We assembled three corpora of user utterances representing both user affects and activities, and conducted a set of experiments within and across datasets. Our results show that a fine-tuned BERT model achieves F1 measures as high as .88 for user affect classification and .92 for user activity classification, and that it generalizes well across the different corpora. We then design rule-based response strategies that utilize these affect and activity classifiers, and conduct a human evaluation where we compare them with a baseline strategy that does not have access to the classifier output. The results show that responses that rely on the affect and activity classifiers are more engaging than the baseline, and that different response strategies are preferred depending on whether user affect is negative or positive.

Despite the superior physical properties of silver (Ag) and its alloys such as high electrical and thermal conductivities and high ductility, their applications in electronics have been quite limited due to corrosion and tarnishing concerns. To expand their applications in electronic packaging, developing new materials and processes and investigating new materials properties are essential. This PhD research aims to design and grow novel Ag alloys and address the intermetallic compound (IMC) issues associated with Ag wire bonds, followed by producing Ag and alloys in various forms for solid state bonding processes valuable for high temperature electronics.Firstly, the growth of homogeneous Ag solid solution phase with zinc (Zn) is conducted at two different compositions and their mechanical properties are evaluated by tensile test. According to the experimental results, Ag solid solution phase with Zn at either composition show tempered yield strength, high tensile strength and large uniform strain compared to those of Ag. Moreover, the tarnish resistance is improved with the alloying of zinc. Secondly, Ag3Al has been reported to be the weakest part in the Ag-Al wire bonds due to its low toughness and low corrosion resistance. A method to suppress Ag3Al through alloying indium (In) into Ag is devised. The working mechanism is studied through transmission electron microscopy (TEM) and thermodynamic modeling. Reaction kinetics and evolution of defects are further discussed. A new approach for die attachment through solid-state bonding using fine-grained Ag foils is developed. The bonding is conducted at 300 ℃, assisted by low pressure. The strength of the joints far exceeds the requirement specified in military standards. No degradation can be observed after aging test. This approach avoids the oxidation issue on bonding interfaces in present sintered-silver technique. Lastly, an Ag-Ag direct bonding process is invented using in-situ decomposition of silver oxide. The

Despite the superior physical properties of silver (Ag) and its alloys such as high electrical and thermal conductivities and high ductility, their applications in electronics have been quite limited due to corrosion and tarnishing concerns. To expand their applications in electronic packaging, developing new materials and processes and investigating new materials properties are essential. This PhD research aims to design and grow novel Ag alloys and address the intermetallic compound (IMC) issues associated with Ag wire bonds, followed by producing Ag and alloys in various forms for solid state bonding processes valuable for high temperature electronics.Firstly, the growth of homogeneous Ag solid solution phase with zinc (Zn) is conducted at two different compositions and their mechanical properties are evaluated by tensile test. According to the experimental results, Ag solid solution phase with Zn at either composition show tempered yield strength, high tensile strength and large uniform strain compared to those of Ag. Moreover, the tarnish resistance is improved with the alloying of zinc. Secondly, Ag3Al has been reported to be the weakest part in the Ag-Al wire bonds due to its low toughness and low corrosion resistance. A method to suppress Ag3Al through alloying indium (In) into Ag is devised. The working mechanism is studied through transmission electron microscopy (TEM) and thermodynamic modeling. Reaction kinetics and evolution of defects are further discussed. A new approach for die attachment through solid-state bonding using fine-grained Ag foils is developed. The bonding is conducted at 300 ℃, assisted by low pressure. The strength of the joints far exceeds the requirement specified in military standards. No degradation can be observed after aging test. This approach avoids the oxidation issue on bonding interfaces in present sintered-silver technique. Lastly, an Ag-Ag direct bonding process is invented using in-situ decomposition of silver oxide. The